2023_05_23_11_32_18 [Epoch] 004 [Loss] loss_span 0.6277 loss_giou 0.5799 loss_label 0.5120 class_error 8.1268 loss_saliency 4.2019 loss_span_0 0.6204 loss_giou_0 0.5717 loss_label_0 0.6134 class_error_0 2.9549 loss_overall 7.7270 [Metrics] {"brief": {"MR-full-R1@0.5": 27.68, "MR-full-R1@0.7": 11.42, "MR-full-mAP": 15.1, "MR-full-mAP@0.5": 35.84, "MR-full-mAP@0.75": 11.54, "MR-long-mAP": 12.42, "MR-middle-mAP": 20.33, "MR-short-mAP": 0.9, "HL-min-Fair-mAP": 60.06, "HL-min-Fair-Hit1": 58.58, "HL-min-Good-mAP": 50.89, "HL-min-Good-Hit1": 56.58, "HL-min-VeryGood-mAP": 31.11, "HL-min-VeryGood-Hit1": 47.03}, "HL-min-Fair": {"HL-mAP": 60.06, "HL-Hit1": 58.58}, "HL-min-Good": {"HL-mAP": 50.89, "HL-Hit1": 56.58}, "HL-min-VeryGood": {"HL-mAP": 31.11, "HL-Hit1": 47.03}, "full": {"MR-mAP": {"0.5": 35.84, "0.55": 29.01, "0.6": 24.65, "0.65": 19.32, "0.7": 15.56, "0.75": 11.54, "0.8": 7.61, "0.85": 4.22, "0.9": 2.56, "0.95": 0.73, "average": 15.1}, "MR-R1": {"0.5": 27.68, "0.55": 21.81, "0.6": 18.26, "0.65": 14.06, "0.7": 11.42, "0.75": 8.65, "0.8": 5.74, "0.85": 2.97, "0.9": 2.13, "0.95": 0.71}}, "long": {"MR-mAP": {"0.5": 34.93, "0.55": 26.21, "0.6": 19.79, "0.65": 14.72, "0.7": 10.89, "0.75": 7.97, "0.8": 4.8, "0.85": 3.24, "0.9": 1.28, "0.95": 0.38, "average": 12.42}, "MR-R1": {"0.5": 18.29, "0.55": 11.32, "0.6": 7.49, "0.65": 4.36, "0.7": 2.61, "0.75": 1.92, "0.8": 0.52, "0.85": 0.35, "0.9": 0.17, "0.95": 0.0}}, "middle": {"MR-mAP": {"0.5": 45.38, "0.55": 37.85, "0.6": 33.54, "0.65": 26.54, "0.7": 21.88, "0.75": 16.4, "0.8": 11.15, "0.85": 5.65, "0.9": 3.76, "0.95": 1.13, "average": 20.33}, "MR-R1": {"0.5": 32.6, "0.55": 27.59, "0.6": 24.66, "0.65": 19.85, "0.7": 16.82, "0.75": 12.85, "0.8": 8.99, "0.85": 4.6, "0.9": 3.34, "0.95": 1.15}}, "short": {"MR-mAP": {"0.5": 3.09, "0.55": 2.13, "0.6": 1.53, "0.65": 1.05, "0.7": 0.61, "0.75": 0.3, "0.8": 0.26, "0.85": 0.02, "0.9": 0.02, "0.95": 0.02, "average": 0.9}, "MR-R1": {"0.5": 2.8, "0.55": 2.1, "0.6": 0.93, "0.65": 0.7, "0.7": 0.23, "0.75": 0.0, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2023_05_23_11_36_12 [Epoch] 009 [Loss] loss_span 0.5652 loss_giou 0.5347 loss_label 0.4537 class_error 9.8645 loss_saliency 4.0821 loss_span_0 0.6216 loss_giou_0 0.5715 loss_label_0 0.4751 class_error_0 8.1651 loss_overall 7.3039 [Metrics] {"brief": {"MR-full-R1@0.5": 47.81, "MR-full-R1@0.7": 28.84, "MR-full-mAP": 28.5, "MR-full-mAP@0.5": 52.38, "MR-full-mAP@0.75": 26.53, "MR-long-mAP": 35.01, "MR-middle-mAP": 30.78, "MR-short-mAP": 1.58, "HL-min-Fair-mAP": 65.45, "HL-min-Fair-Hit1": 62.97, "HL-min-Good-mAP": 55.88, "HL-min-Good-Hit1": 60.77, "HL-min-VeryGood-mAP": 34.0, "HL-min-VeryGood-Hit1": 51.87}, "HL-min-Fair": {"HL-mAP": 65.45, "HL-Hit1": 62.97}, "HL-min-Good": {"HL-mAP": 55.88, "HL-Hit1": 60.77}, "HL-min-VeryGood": {"HL-mAP": 34.0, "HL-Hit1": 51.87}, "full": {"MR-mAP": {"0.5": 52.38, "0.55": 46.53, "0.6": 42.95, "0.65": 37.35, "0.7": 32.58, "0.75": 26.53, "0.8": 19.96, "0.85": 13.47, "0.9": 8.89, "0.95": 4.32, "average": 28.5}, "MR-R1": {"0.5": 47.81, "0.55": 42.13, "0.6": 38.32, "0.65": 33.1, "0.7": 28.84, "0.75": 23.68, "0.8": 17.94, "0.85": 11.87, "0.9": 7.68, "0.95": 3.87}}, "long": {"MR-mAP": {"0.5": 60.96, "0.55": 54.94, "0.6": 50.99, "0.65": 45.3, "0.7": 39.43, "0.75": 32.9, "0.8": 26.22, "0.85": 18.35, "0.9": 13.67, "0.95": 7.32, "average": 35.01}, "MR-R1": {"0.5": 48.78, "0.55": 42.68, "0.6": 38.85, "0.65": 34.84, "0.7": 30.31, "0.75": 25.78, "0.8": 21.25, "0.85": 14.11, "0.9": 10.28, "0.95": 5.92}}, "middle": {"MR-mAP": {"0.5": 58.66, "0.55": 52.01, "0.6": 48.02, "0.65": 41.06, "0.7": 35.67, "0.75": 28.46, "0.8": 20.31, "0.85": 13.14, "0.9": 7.41, "0.95": 3.1, "average": 30.78}, "MR-R1": {"0.5": 46.39, "0.55": 41.8, "0.6": 38.35, "0.65": 32.71, "0.7": 28.53, "0.75": 22.88, "0.8": 16.3, "0.85": 10.76, "0.9": 6.27, "0.95": 2.72}}, "short": {"MR-mAP": {"0.5": 6.01, "0.55": 3.83, "0.6": 2.65, "0.65": 1.53, "0.7": 0.84, "0.75": 0.42, "0.8": 0.38, "0.85": 0.06, "0.9": 0.06, "0.95": 0.06, "average": 1.58}, "MR-R1": {"0.5": 3.96, "0.55": 1.86, "0.6": 0.93, "0.65": 0.0, "0.7": 0.0, "0.75": 0.0, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2023_05_23_11_40_06 [Epoch] 014 [Loss] loss_span 0.5172 loss_giou 0.5107 loss_label 0.4467 class_error 11.9705 loss_saliency 3.8529 loss_span_0 0.5790 loss_giou_0 0.5656 loss_label_0 0.4617 class_error_0 12.2719 loss_overall 6.9338 [Metrics] {"brief": {"MR-full-R1@0.5": 53.81, "MR-full-R1@0.7": 35.81, "MR-full-mAP": 33.37, "MR-full-mAP@0.5": 56.69, "MR-full-mAP@0.75": 32.59, "MR-long-mAP": 39.66, "MR-middle-mAP": 36.16, "MR-short-mAP": 2.87, "HL-min-Fair-mAP": 71.03, "HL-min-Fair-Hit1": 70.71, "HL-min-Good-mAP": 60.49, "HL-min-Good-Hit1": 68.71, "HL-min-VeryGood-mAP": 36.85, "HL-min-VeryGood-Hit1": 56.84}, "HL-min-Fair": {"HL-mAP": 71.03, "HL-Hit1": 70.71}, "HL-min-Good": {"HL-mAP": 60.49, "HL-Hit1": 68.71}, "HL-min-VeryGood": {"HL-mAP": 36.85, "HL-Hit1": 56.84}, "full": {"MR-mAP": {"0.5": 56.69, "0.55": 51.02, "0.6": 47.3, "0.65": 42.58, "0.7": 38.25, "0.75": 32.59, "0.8": 26.05, "0.85": 19.01, "0.9": 12.98, "0.95": 7.29, "average": 33.37}, "MR-R1": {"0.5": 53.81, "0.55": 48.06, "0.6": 44.13, "0.65": 39.55, "0.7": 35.81, "0.75": 30.32, "0.8": 24.26, "0.85": 17.61, "0.9": 12.26, "0.95": 6.9}}, "long": {"MR-mAP": {"0.5": 63.87, "0.55": 58.7, "0.6": 54.59, "0.65": 50.53, "0.7": 45.09, "0.75": 38.67, "0.8": 32.79, "0.85": 24.79, "0.9": 16.87, "0.95": 10.75, "average": 39.66}, "MR-R1": {"0.5": 52.96, "0.55": 48.08, "0.6": 43.73, "0.65": 40.59, "0.7": 36.06, "0.75": 30.66, "0.8": 26.48, "0.85": 20.03, "0.9": 13.94, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 63.01, "0.55": 56.58, "0.6": 52.75, "0.65": 46.85, "0.7": 42.39, "0.75": 35.58, "0.8": 26.77, "0.85": 19.03, "0.9": 12.54, "0.95": 6.09, "average": 36.16}, "MR-R1": {"0.5": 52.25, "0.55": 46.92, "0.6": 43.89, "0.65": 38.87, "0.7": 35.63, "0.75": 30.2, "0.8": 23.09, "0.85": 16.51, "0.9": 11.49, "0.95": 5.64}}, "short": {"MR-mAP": {"0.5": 8.98, "0.55": 6.15, "0.6": 4.72, "0.65": 3.23, "0.7": 2.27, "0.75": 1.4, "0.8": 1.1, "0.85": 0.28, "0.9": 0.28, "0.95": 0.28, "average": 2.87}, "MR-R1": {"0.5": 6.99, "0.55": 4.66, "0.6": 3.03, "0.65": 1.86, "0.7": 1.63, "0.75": 1.17, "0.8": 0.7, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2023_05_23_11_44_01 [Epoch] 019 [Loss] loss_span 0.5040 loss_giou 0.5129 loss_label 0.4519 class_error 15.2527 loss_saliency 3.9597 loss_span_0 0.5410 loss_giou_0 0.5596 loss_label_0 0.4588 class_error_0 12.7993 loss_overall 6.9879 [Metrics] {"brief": {"MR-full-R1@0.5": 57.48, "MR-full-R1@0.7": 38.52, "MR-full-mAP": 34.71, "MR-full-mAP@0.5": 58.75, "MR-full-mAP@0.75": 34.13, "MR-long-mAP": 39.65, "MR-middle-mAP": 38.32, "MR-short-mAP": 3.77, "HL-min-Fair-mAP": 72.78, "HL-min-Fair-Hit1": 73.03, "HL-min-Good-mAP": 61.99, "HL-min-Good-Hit1": 70.97, "HL-min-VeryGood-mAP": 38.02, "HL-min-VeryGood-Hit1": 58.58}, "HL-min-Fair": {"HL-mAP": 72.78, "HL-Hit1": 73.03}, "HL-min-Good": {"HL-mAP": 61.99, "HL-Hit1": 70.97}, "HL-min-VeryGood": {"HL-mAP": 38.02, "HL-Hit1": 58.58}, "full": {"MR-mAP": {"0.5": 58.75, "0.55": 53.08, "0.6": 49.66, "0.65": 43.78, "0.7": 39.84, "0.75": 34.13, "0.8": 27.46, "0.85": 20.91, "0.9": 12.75, "0.95": 6.74, "average": 34.71}, "MR-R1": {"0.5": 57.48, "0.55": 50.84, "0.6": 47.42, "0.65": 42.0, "0.7": 38.52, "0.75": 32.84, "0.8": 26.39, "0.85": 20.13, "0.9": 12.19, "0.95": 6.32}}, "long": {"MR-mAP": {"0.5": 63.95, "0.55": 58.44, "0.6": 54.55, "0.65": 48.92, "0.7": 45.03, "0.75": 39.98, "0.8": 32.81, "0.85": 25.82, "0.9": 16.56, "0.95": 10.45, "average": 39.65}, "MR-R1": {"0.5": 54.36, "0.55": 49.13, "0.6": 45.99, "0.65": 40.94, "0.7": 38.15, "0.75": 33.62, "0.8": 27.7, "0.85": 21.95, "0.9": 13.76, "0.95": 9.06}}, "middle": {"MR-mAP": {"0.5": 66.09, "0.55": 59.53, "0.6": 56.41, "0.65": 49.6, "0.7": 44.73, "0.75": 37.41, "0.8": 29.48, "0.85": 22.04, "0.9": 12.68, "0.95": 5.22, "average": 38.32}, "MR-R1": {"0.5": 57.16, "0.55": 50.47, "0.6": 47.86, "0.65": 42.42, "0.7": 38.56, "0.75": 32.5, "0.8": 25.71, "0.85": 19.44, "0.9": 11.49, "0.95": 4.81}}, "short": {"MR-mAP": {"0.5": 10.96, "0.55": 7.88, "0.6": 6.03, "0.65": 4.01, "0.7": 2.85, "0.75": 2.13, "0.8": 1.89, "0.85": 0.64, "0.9": 0.64, "0.95": 0.64, "average": 3.77}, "MR-R1": {"0.5": 7.46, "0.55": 5.36, "0.6": 3.03, "0.65": 2.33, "0.7": 2.1, "0.75": 1.17, "0.8": 0.93, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2023_05_23_11_47_39 [Epoch] 024 [Loss] loss_span 0.4752 loss_giou 0.4893 loss_label 0.4343 class_error 12.2535 loss_saliency 3.9355 loss_span_0 0.5225 loss_giou_0 0.5648 loss_label_0 0.4521 class_error_0 12.4076 loss_overall 6.8736 [Metrics] {"brief": {"MR-full-R1@0.5": 58.52, "MR-full-R1@0.7": 40.9, "MR-full-mAP": 37.66, "MR-full-mAP@0.5": 59.71, "MR-full-mAP@0.75": 37.07, "MR-long-mAP": 42.99, "MR-middle-mAP": 41.29, "MR-short-mAP": 4.8, "HL-min-Fair-mAP": 73.39, "HL-min-Fair-Hit1": 74.71, "HL-min-Good-mAP": 62.65, "HL-min-Good-Hit1": 72.71, "HL-min-VeryGood-mAP": 38.41, "HL-min-VeryGood-Hit1": 61.74}, "HL-min-Fair": {"HL-mAP": 73.39, "HL-Hit1": 74.71}, "HL-min-Good": {"HL-mAP": 62.65, "HL-Hit1": 72.71}, "HL-min-VeryGood": {"HL-mAP": 38.41, "HL-Hit1": 61.74}, "full": {"MR-mAP": {"0.5": 59.71, "0.55": 55.43, "0.6": 52.16, "0.65": 46.57, "0.7": 42.05, "0.75": 37.07, "0.8": 31.35, "0.85": 24.99, "0.9": 17.83, "0.95": 9.42, "average": 37.66}, "MR-R1": {"0.5": 58.52, "0.55": 53.81, "0.6": 50.65, "0.65": 45.29, "0.7": 40.9, "0.75": 36.0, "0.8": 30.45, "0.85": 24.65, "0.9": 17.74, "0.95": 9.55}}, "long": {"MR-mAP": {"0.5": 64.62, "0.55": 59.96, "0.6": 56.63, "0.65": 52.15, "0.7": 48.01, "0.75": 43.46, "0.8": 37.8, "0.85": 31.21, "0.9": 22.7, "0.95": 13.32, "average": 42.99}, "MR-R1": {"0.5": 55.57, "0.55": 50.7, "0.6": 48.26, "0.65": 44.25, "0.7": 40.94, "0.75": 37.28, "0.8": 32.75, "0.85": 27.0, "0.9": 19.51, "0.95": 12.02}}, "middle": {"MR-mAP": {"0.5": 66.87, "0.55": 62.37, "0.6": 58.93, "0.65": 52.03, "0.7": 46.79, "0.75": 40.3, "0.8": 32.96, "0.85": 26.33, "0.9": 17.94, "0.95": 8.37, "average": 41.29}, "MR-R1": {"0.5": 57.68, "0.55": 54.02, "0.6": 50.78, "0.65": 44.72, "0.7": 40.44, "0.75": 35.21, "0.8": 29.05, "0.85": 23.51, "0.9": 16.82, "0.95": 8.05}}, "short": {"MR-mAP": {"0.5": 12.28, "0.55": 9.19, "0.6": 7.95, "0.65": 6.12, "0.7": 4.07, "0.75": 3.42, "0.8": 2.7, "0.85": 0.75, "0.9": 0.75, "0.95": 0.75, "average": 4.8}, "MR-R1": {"0.5": 8.39, "0.55": 6.06, "0.6": 5.13, "0.65": 4.66, "0.7": 2.8, "0.75": 1.63, "0.8": 1.4, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2023_05_23_11_51_12 [Epoch] 029 [Loss] loss_span 0.4839 loss_giou 0.4974 loss_label 0.4726 class_error 16.6330 loss_saliency 3.9470 loss_span_0 0.5338 loss_giou_0 0.5437 loss_label_0 0.4790 class_error_0 16.3851 loss_overall 6.9574 [Metrics] {"brief": {"MR-full-R1@0.5": 58.84, "MR-full-R1@0.7": 41.29, "MR-full-mAP": 36.88, "MR-full-mAP@0.5": 60.08, "MR-full-mAP@0.75": 36.98, "MR-long-mAP": 42.76, "MR-middle-mAP": 40.17, "MR-short-mAP": 5.7, "HL-min-Fair-mAP": 73.75, "HL-min-Fair-Hit1": 74.0, "HL-min-Good-mAP": 63.01, "HL-min-Good-Hit1": 71.87, "HL-min-VeryGood-mAP": 38.7, "HL-min-VeryGood-Hit1": 60.71}, "HL-min-Fair": {"HL-mAP": 73.75, "HL-Hit1": 74.0}, "HL-min-Good": {"HL-mAP": 63.01, "HL-Hit1": 71.87}, "HL-min-VeryGood": {"HL-mAP": 38.7, "HL-Hit1": 60.71}, "full": {"MR-mAP": {"0.5": 60.08, "0.55": 54.81, "0.6": 51.67, "0.65": 47.01, "0.7": 42.25, "0.75": 36.98, "0.8": 30.42, "0.85": 22.74, "0.9": 14.89, "0.95": 7.93, "average": 36.88}, "MR-R1": {"0.5": 58.84, "0.55": 53.55, "0.6": 50.65, "0.65": 46.32, "0.7": 41.29, "0.75": 36.0, "0.8": 29.42, "0.85": 21.74, "0.9": 13.87, "0.95": 7.48}}, "long": {"MR-mAP": {"0.5": 65.67, "0.55": 60.44, "0.6": 57.18, "0.65": 53.49, "0.7": 49.09, "0.75": 44.92, "0.8": 37.15, "0.85": 28.34, "0.9": 19.53, "0.95": 11.78, "average": 42.76}, "MR-R1": {"0.5": 57.49, "0.55": 52.26, "0.6": 49.65, "0.65": 46.52, "0.7": 42.33, "0.75": 38.15, "0.8": 30.84, "0.85": 23.34, "0.9": 15.51, "0.95": 9.93}}, "middle": {"MR-mAP": {"0.5": 66.14, "0.55": 61.17, "0.6": 57.92, "0.65": 52.33, "0.7": 46.99, "0.75": 39.76, "0.8": 31.97, "0.85": 24.07, "0.9": 14.63, "0.95": 6.73, "average": 40.17}, "MR-R1": {"0.5": 56.84, "0.55": 51.93, "0.6": 49.53, "0.65": 44.62, "0.7": 40.13, "0.75": 34.38, "0.8": 28.21, "0.85": 21.21, "0.9": 13.17, "0.95": 6.17}}, "short": {"MR-mAP": {"0.5": 14.19, "0.55": 10.29, "0.6": 9.2, "0.65": 7.5, "0.7": 5.09, "0.75": 4.14, "0.8": 3.43, "0.85": 1.07, "0.9": 1.07, "0.95": 1.07, "average": 5.7}, "MR-R1": {"0.5": 8.86, "0.55": 7.69, "0.6": 6.06, "0.65": 5.59, "0.7": 3.03, "0.75": 2.33, "0.8": 2.1, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2023_05_23_11_54_48 [Epoch] 034 [Loss] loss_span 0.5161 loss_giou 0.4852 loss_label 0.4715 class_error 13.3742 loss_saliency 3.8469 loss_span_0 0.5502 loss_giou_0 0.5301 loss_label_0 0.4776 class_error_0 14.5197 loss_overall 6.8776 [Metrics] {"brief": {"MR-full-R1@0.5": 60.52, "MR-full-R1@0.7": 43.61, "MR-full-mAP": 39.07, "MR-full-mAP@0.5": 61.74, "MR-full-mAP@0.75": 39.12, "MR-long-mAP": 49.51, "MR-middle-mAP": 40.37, "MR-short-mAP": 4.09, "HL-min-Fair-mAP": 73.56, "HL-min-Fair-Hit1": 74.52, "HL-min-Good-mAP": 62.9, "HL-min-Good-Hit1": 72.58, "HL-min-VeryGood-mAP": 38.6, "HL-min-VeryGood-Hit1": 60.71}, "HL-min-Fair": {"HL-mAP": 73.56, "HL-Hit1": 74.52}, "HL-min-Good": {"HL-mAP": 62.9, "HL-Hit1": 72.58}, "HL-min-VeryGood": {"HL-mAP": 38.6, "HL-Hit1": 60.71}, "full": {"MR-mAP": {"0.5": 61.74, "0.55": 56.95, "0.6": 53.68, "0.65": 48.52, "0.7": 44.79, "0.75": 39.12, "0.8": 33.15, "0.85": 25.37, "0.9": 18.06, "0.95": 9.32, "average": 39.07}, "MR-R1": {"0.5": 60.52, "0.55": 55.29, "0.6": 51.94, "0.65": 46.97, "0.7": 43.61, "0.75": 37.55, "0.8": 32.52, "0.85": 24.9, "0.9": 17.55, "0.95": 9.03}}, "long": {"MR-mAP": {"0.5": 72.27, "0.55": 67.14, "0.6": 63.91, "0.65": 59.95, "0.7": 56.23, "0.75": 49.95, "0.8": 44.02, "0.85": 36.73, "0.9": 28.43, "0.95": 16.45, "average": 49.51}, "MR-R1": {"0.5": 63.94, "0.55": 58.36, "0.6": 55.75, "0.65": 52.44, "0.7": 49.65, "0.75": 43.03, "0.8": 37.8, "0.85": 31.36, "0.9": 24.04, "0.95": 13.59}}, "middle": {"MR-mAP": {"0.5": 66.14, "0.55": 61.68, "0.6": 57.92, "0.65": 51.53, "0.7": 47.1, "0.75": 40.22, "0.8": 33.22, "0.85": 24.04, "0.9": 15.03, "0.95": 6.77, "average": 40.37}, "MR-R1": {"0.5": 56.43, "0.55": 52.77, "0.6": 49.22, "0.65": 43.57, "0.7": 39.92, "0.75": 34.27, "0.8": 29.36, "0.85": 21.42, "0.9": 13.9, "0.95": 6.37}}, "short": {"MR-mAP": {"0.5": 11.95, "0.55": 7.57, "0.6": 6.62, "0.65": 4.82, "0.7": 3.57, "0.75": 2.92, "0.8": 2.09, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47, "average": 4.09}, "MR-R1": {"0.5": 7.23, "0.55": 3.96, "0.6": 3.26, "0.65": 2.33, "0.7": 2.1, "0.75": 1.63, "0.8": 1.4, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2023_05_23_11_58_26 [Epoch] 039 [Loss] loss_span 0.4583 loss_giou 0.4723 loss_label 0.4817 class_error 16.1990 loss_saliency 3.8387 loss_span_0 0.5144 loss_giou_0 0.5416 loss_label_0 0.4761 class_error_0 15.5194 loss_overall 6.7831 [Metrics] {"brief": {"MR-full-R1@0.5": 62.65, "MR-full-R1@0.7": 45.94, "MR-full-mAP": 40.61, "MR-full-mAP@0.5": 62.91, "MR-full-mAP@0.75": 41.73, "MR-long-mAP": 46.08, "MR-middle-mAP": 44.39, "MR-short-mAP": 6.27, "HL-min-Fair-mAP": 74.45, "HL-min-Fair-Hit1": 75.94, "HL-min-Good-mAP": 63.7, "HL-min-Good-Hit1": 74.0, "HL-min-VeryGood-mAP": 39.15, "HL-min-VeryGood-Hit1": 63.48}, "HL-min-Fair": {"HL-mAP": 74.45, "HL-Hit1": 75.94}, "HL-min-Good": {"HL-mAP": 63.7, "HL-Hit1": 74.0}, "HL-min-VeryGood": {"HL-mAP": 39.15, "HL-Hit1": 63.48}, "full": {"MR-mAP": {"0.5": 62.91, "0.55": 57.59, "0.6": 54.55, "0.65": 50.19, "0.7": 46.05, "0.75": 41.73, "0.8": 35.71, "0.85": 27.51, "0.9": 19.19, "0.95": 10.63, "average": 40.61}, "MR-R1": {"0.5": 62.65, "0.55": 57.16, "0.6": 53.68, "0.65": 50.26, "0.7": 45.94, "0.75": 41.61, "0.8": 35.94, "0.85": 27.61, "0.9": 19.16, "0.95": 10.77}}, "long": {"MR-mAP": {"0.5": 68.96, "0.55": 64.11, "0.6": 59.93, "0.65": 55.56, "0.7": 50.97, "0.75": 46.76, "0.8": 41.55, "0.85": 33.62, "0.9": 24.61, "0.95": 14.77, "average": 46.08}, "MR-R1": {"0.5": 60.28, "0.55": 55.92, "0.6": 52.09, "0.65": 48.61, "0.7": 44.77, "0.75": 41.46, "0.8": 37.11, "0.85": 29.44, "0.9": 21.6, "0.95": 13.07}}, "middle": {"MR-mAP": {"0.5": 69.18, "0.55": 63.8, "0.6": 60.71, "0.65": 56.22, "0.7": 51.61, "0.75": 46.08, "0.8": 38.27, "0.85": 29.04, "0.9": 19.26, "0.95": 9.76, "average": 44.39}, "MR-R1": {"0.5": 60.92, "0.55": 56.01, "0.6": 53.29, "0.65": 49.84, "0.7": 46.08, "0.75": 41.48, "0.8": 35.11, "0.85": 26.96, "0.9": 17.97, "0.95": 9.51}}, "short": {"MR-mAP": {"0.5": 14.97, "0.55": 10.78, "0.6": 9.76, "0.65": 8.12, "0.7": 5.69, "0.75": 5.02, "0.8": 3.96, "0.85": 1.46, "0.9": 1.46, "0.95": 1.46, "average": 6.27}, "MR-R1": {"0.5": 9.79, "0.55": 6.76, "0.6": 5.36, "0.65": 5.36, "0.7": 3.26, "0.75": 2.33, "0.8": 1.86, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2023_05_23_12_01_59 [Epoch] 044 [Loss] loss_span 0.4790 loss_giou 0.4893 loss_label 0.4751 class_error 15.4625 loss_saliency 3.9656 loss_span_0 0.5255 loss_giou_0 0.5514 loss_label_0 0.4933 class_error_0 16.7281 loss_overall 6.9793 [Metrics] {"brief": {"MR-full-R1@0.5": 62.32, "MR-full-R1@0.7": 46.77, "MR-full-mAP": 39.34, "MR-full-mAP@0.5": 61.76, "MR-full-mAP@0.75": 40.09, "MR-long-mAP": 45.02, "MR-middle-mAP": 42.63, "MR-short-mAP": 6.87, "HL-min-Fair-mAP": 74.42, "HL-min-Fair-Hit1": 75.42, "HL-min-Good-mAP": 63.45, "HL-min-Good-Hit1": 73.55, "HL-min-VeryGood-mAP": 38.9, "HL-min-VeryGood-Hit1": 63.35}, "HL-min-Fair": {"HL-mAP": 74.42, "HL-Hit1": 75.42}, "HL-min-Good": {"HL-mAP": 63.45, "HL-Hit1": 73.55}, "HL-min-VeryGood": {"HL-mAP": 38.9, "HL-Hit1": 63.35}, "full": {"MR-mAP": {"0.5": 61.76, "0.55": 57.12, "0.6": 53.8, "0.65": 49.09, "0.7": 45.42, "0.75": 40.09, "0.8": 33.69, "0.85": 25.65, "0.9": 17.44, "0.95": 9.38, "average": 39.34}, "MR-R1": {"0.5": 62.32, "0.55": 58.45, "0.6": 54.84, "0.65": 50.39, "0.7": 46.77, "0.75": 41.61, "0.8": 35.35, "0.85": 26.84, "0.9": 18.06, "0.95": 9.29}}, "long": {"MR-mAP": {"0.5": 65.91, "0.55": 62.38, "0.6": 58.89, "0.65": 55.14, "0.7": 50.19, "0.75": 44.79, "0.8": 41.23, "0.85": 34.0, "0.9": 23.89, "0.95": 13.76, "average": 45.02}, "MR-R1": {"0.5": 59.06, "0.55": 56.27, "0.6": 52.96, "0.65": 49.83, "0.7": 45.47, "0.75": 40.77, "0.8": 37.28, "0.85": 30.84, "0.9": 21.78, "0.95": 12.2}}, "middle": {"MR-mAP": {"0.5": 68.29, "0.55": 63.4, "0.6": 59.27, "0.65": 54.04, "0.7": 50.75, "0.75": 44.81, "0.8": 35.53, "0.85": 25.87, "0.9": 16.51, "0.95": 7.83, "average": 42.63}, "MR-R1": {"0.5": 60.82, "0.55": 57.16, "0.6": 53.71, "0.65": 49.11, "0.7": 46.39, "0.75": 41.38, "0.8": 33.33, "0.85": 24.35, "0.9": 15.57, "0.95": 7.11}}, "short": {"MR-mAP": {"0.5": 15.48, "0.55": 11.75, "0.6": 10.92, "0.65": 8.7, "0.7": 6.79, "0.75": 5.55, "0.8": 4.3, "0.85": 1.75, "0.9": 1.75, "0.95": 1.75, "average": 6.87}, "MR-R1": {"0.5": 10.49, "0.55": 8.39, "0.6": 7.46, "0.65": 5.83, "0.7": 4.66, "0.75": 3.5, "0.8": 3.5, "0.85": 1.4, "0.9": 1.4, "0.95": 1.4}}}
2023_05_23_12_05_33 [Epoch] 049 [Loss] loss_span 0.5061 loss_giou 0.5076 loss_label 0.5686 class_error 23.5960 loss_saliency 3.9854 loss_span_0 0.5428 loss_giou_0 0.5587 loss_label_0 0.6051 class_error_0 25.8229 loss_overall 7.2743 [Metrics] {"brief": {"MR-full-R1@0.5": 61.87, "MR-full-R1@0.7": 45.61, "MR-full-mAP": 39.31, "MR-full-mAP@0.5": 61.51, "MR-full-mAP@0.75": 39.06, "MR-long-mAP": 47.33, "MR-middle-mAP": 40.73, "MR-short-mAP": 7.01, "HL-min-Fair-mAP": 74.48, "HL-min-Fair-Hit1": 75.1, "HL-min-Good-mAP": 63.55, "HL-min-Good-Hit1": 72.97, "HL-min-VeryGood-mAP": 39.06, "HL-min-VeryGood-Hit1": 62.06}, "HL-min-Fair": {"HL-mAP": 74.48, "HL-Hit1": 75.1}, "HL-min-Good": {"HL-mAP": 63.55, "HL-Hit1": 72.97}, "HL-min-VeryGood": {"HL-mAP": 39.06, "HL-Hit1": 62.06}, "full": {"MR-mAP": {"0.5": 61.51, "0.55": 56.44, "0.6": 53.68, "0.65": 48.95, "0.7": 44.77, "0.75": 39.06, "0.8": 32.23, "0.85": 26.6, "0.9": 19.19, "0.95": 10.69, "average": 39.31}, "MR-R1": {"0.5": 61.87, "0.55": 57.03, "0.6": 54.13, "0.65": 49.74, "0.7": 45.61, "0.75": 40.13, "0.8": 33.1, "0.85": 27.03, "0.9": 19.48, "0.95": 10.97}}, "long": {"MR-mAP": {"0.5": 69.37, "0.55": 64.57, "0.6": 61.32, "0.65": 56.87, "0.7": 52.33, "0.75": 46.05, "0.8": 41.06, "0.85": 36.05, "0.9": 27.99, "0.95": 17.72, "average": 47.33}, "MR-R1": {"0.5": 62.2, "0.55": 57.49, "0.6": 54.18, "0.65": 50.35, "0.7": 47.04, "0.75": 41.81, "0.8": 37.11, "0.85": 32.93, "0.9": 26.31, "0.95": 16.72}}, "middle": {"MR-mAP": {"0.5": 65.93, "0.55": 61.02, "0.6": 57.84, "0.65": 52.52, "0.7": 47.87, "0.75": 41.27, "0.8": 32.11, "0.85": 25.08, "0.9": 16.17, "0.95": 7.46, "average": 40.73}, "MR-R1": {"0.5": 58.41, "0.55": 54.34, "0.6": 52.04, "0.65": 47.75, "0.7": 43.47, "0.75": 37.83, "0.8": 29.78, "0.85": 23.41, "0.9": 15.15, "0.95": 7.11}}, "short": {"MR-mAP": {"0.5": 14.85, "0.55": 11.26, "0.6": 10.62, "0.65": 8.35, "0.7": 6.23, "0.75": 5.83, "0.8": 4.98, "0.85": 2.66, "0.9": 2.66, "0.95": 2.66, "average": 7.01}, "MR-R1": {"0.5": 10.02, "0.55": 7.93, "0.6": 6.99, "0.65": 5.83, "0.7": 4.9, "0.75": 4.66, "0.8": 3.5, "0.85": 1.4, "0.9": 1.4, "0.95": 1.4}}}
2023_05_23_12_09_08 [Epoch] 054 [Loss] loss_span 0.4905 loss_giou 0.4882 loss_label 0.5538 class_error 20.4844 loss_saliency 3.9907 loss_span_0 0.5301 loss_giou_0 0.5334 loss_label_0 0.5436 class_error_0 18.7409 loss_overall 7.1304 [Metrics] {"brief": {"MR-full-R1@0.5": 62.13, "MR-full-R1@0.7": 46.39, "MR-full-mAP": 40.86, "MR-full-mAP@0.5": 62.08, "MR-full-mAP@0.75": 41.31, "MR-long-mAP": 47.39, "MR-middle-mAP": 43.31, "MR-short-mAP": 7.34, "HL-min-Fair-mAP": 73.83, "HL-min-Fair-Hit1": 74.32, "HL-min-Good-mAP": 63.02, "HL-min-Good-Hit1": 72.06, "HL-min-VeryGood-mAP": 38.53, "HL-min-VeryGood-Hit1": 61.16}, "HL-min-Fair": {"HL-mAP": 73.83, "HL-Hit1": 74.32}, "HL-min-Good": {"HL-mAP": 63.02, "HL-Hit1": 72.06}, "HL-min-VeryGood": {"HL-mAP": 38.53, "HL-Hit1": 61.16}, "full": {"MR-mAP": {"0.5": 62.08, "0.55": 57.16, "0.6": 54.15, "0.65": 49.75, "0.7": 45.93, "0.75": 41.31, "0.8": 36.53, "0.85": 29.03, "0.9": 21.15, "0.95": 11.46, "average": 40.86}, "MR-R1": {"0.5": 62.13, "0.55": 57.1, "0.6": 54.26, "0.65": 50.06, "0.7": 46.39, "0.75": 41.55, "0.8": 36.71, "0.85": 29.1, "0.9": 21.1, "0.95": 11.48}}, "long": {"MR-mAP": {"0.5": 67.43, "0.55": 63.41, "0.6": 59.27, "0.65": 55.59, "0.7": 52.63, "0.75": 47.31, "0.8": 43.75, "0.85": 37.48, "0.9": 29.28, "0.95": 17.76, "average": 47.39}, "MR-R1": {"0.5": 60.28, "0.55": 56.45, "0.6": 52.79, "0.65": 49.65, "0.7": 47.39, "0.75": 42.68, "0.8": 39.55, "0.85": 33.8, "0.9": 26.48, "0.95": 16.38}}, "middle": {"MR-mAP": {"0.5": 67.27, "0.55": 62.14, "0.6": 59.28, "0.65": 54.02, "0.7": 49.57, "0.75": 44.47, "0.8": 38.03, "0.85": 29.42, "0.9": 19.64, "0.95": 9.26, "average": 43.31}, "MR-R1": {"0.5": 59.56, "0.55": 55.17, "0.6": 52.98, "0.65": 48.38, "0.7": 44.41, "0.75": 39.81, "0.8": 34.17, "0.85": 26.54, "0.9": 17.97, "0.95": 8.46}}, "short": {"MR-mAP": {"0.5": 16.24, "0.55": 12.34, "0.6": 11.62, "0.65": 9.45, "0.7": 7.22, "0.75": 6.38, "0.8": 4.91, "0.85": 1.73, "0.9": 1.73, "0.95": 1.73, "average": 7.34}, "MR-R1": {"0.5": 10.96, "0.55": 7.69, "0.6": 7.23, "0.65": 6.53, "0.7": 5.13, "0.75": 4.2, "0.8": 3.5, "0.85": 0.7, "0.9": 0.7, "0.95": 0.7}}}
2023_05_23_12_12_46 [Epoch] 059 [Loss] loss_span 0.5342 loss_giou 0.5010 loss_label 0.5427 class_error 20.3544 loss_saliency 3.9818 loss_span_0 0.5733 loss_giou_0 0.5421 loss_label_0 0.5488 class_error_0 18.9149 loss_overall 7.2238 [Metrics] {"brief": {"MR-full-R1@0.5": 61.81, "MR-full-R1@0.7": 44.58, "MR-full-mAP": 39.97, "MR-full-mAP@0.5": 61.57, "MR-full-mAP@0.75": 40.28, "MR-long-mAP": 48.01, "MR-middle-mAP": 41.83, "MR-short-mAP": 6.33, "HL-min-Fair-mAP": 74.72, "HL-min-Fair-Hit1": 75.42, "HL-min-Good-mAP": 63.7, "HL-min-Good-Hit1": 73.23, "HL-min-VeryGood-mAP": 39.13, "HL-min-VeryGood-Hit1": 62.26}, "HL-min-Fair": {"HL-mAP": 74.72, "HL-Hit1": 75.42}, "HL-min-Good": {"HL-mAP": 63.7, "HL-Hit1": 73.23}, "HL-min-VeryGood": {"HL-mAP": 39.13, "HL-Hit1": 62.26}, "full": {"MR-mAP": {"0.5": 61.57, "0.55": 56.17, "0.6": 53.1, "0.65": 48.73, "0.7": 44.44, "0.75": 40.28, "0.8": 34.48, "0.85": 27.82, "0.9": 21.03, "0.95": 12.06, "average": 39.97}, "MR-R1": {"0.5": 61.81, "0.55": 56.77, "0.6": 53.68, "0.65": 49.03, "0.7": 44.58, "0.75": 40.45, "0.8": 34.9, "0.85": 28.0, "0.9": 20.77, "0.95": 11.68}}, "long": {"MR-mAP": {"0.5": 68.99, "0.55": 64.91, "0.6": 61.68, "0.65": 56.6, "0.7": 52.06, "0.75": 48.22, "0.8": 42.46, "0.85": 37.89, "0.9": 29.4, "0.95": 17.93, "average": 48.01}, "MR-R1": {"0.5": 61.32, "0.55": 57.84, "0.6": 55.05, "0.65": 50.52, "0.7": 46.69, "0.75": 43.55, "0.8": 38.33, "0.85": 34.67, "0.9": 26.66, "0.95": 16.38}}, "middle": {"MR-mAP": {"0.5": 66.76, "0.55": 60.46, "0.6": 56.87, "0.65": 52.44, "0.7": 47.61, "0.75": 42.59, "0.8": 35.6, "0.85": 26.78, "0.9": 19.14, "0.95": 10.02, "average": 41.83}, "MR-R1": {"0.5": 59.35, "0.55": 54.34, "0.6": 51.31, "0.65": 47.23, "0.7": 42.63, "0.75": 38.24, "0.8": 32.5, "0.85": 24.24, "0.9": 17.35, "0.95": 8.78}}, "short": {"MR-mAP": {"0.5": 14.38, "0.55": 10.81, "0.6": 9.94, "0.65": 8.0, "0.7": 5.78, "0.75": 4.86, "0.8": 4.02, "0.85": 1.83, "0.9": 1.83, "0.95": 1.83, "average": 6.33}, "MR-R1": {"0.5": 8.86, "0.55": 6.53, "0.6": 5.83, "0.65": 4.2, "0.7": 3.5, "0.75": 2.56, "0.8": 2.33, "0.85": 0.7, "0.9": 0.7, "0.95": 0.7}}}
2023_05_23_12_16_22 [Epoch] 064 [Loss] loss_span 0.4951 loss_giou 0.4876 loss_label 0.5310 class_error 18.6987 loss_saliency 3.9978 loss_span_0 0.5362 loss_giou_0 0.5339 loss_label_0 0.5558 class_error_0 19.3823 loss_overall 7.1374 [Metrics] {"brief": {"MR-full-R1@0.5": 62.45, "MR-full-R1@0.7": 46.97, "MR-full-mAP": 40.74, "MR-full-mAP@0.5": 62.33, "MR-full-mAP@0.75": 41.99, "MR-long-mAP": 48.29, "MR-middle-mAP": 43.08, "MR-short-mAP": 6.84, "HL-min-Fair-mAP": 74.84, "HL-min-Fair-Hit1": 75.68, "HL-min-Good-mAP": 63.82, "HL-min-Good-Hit1": 73.87, "HL-min-VeryGood-mAP": 39.06, "HL-min-VeryGood-Hit1": 62.9}, "HL-min-Fair": {"HL-mAP": 74.84, "HL-Hit1": 75.68}, "HL-min-Good": {"HL-mAP": 63.82, "HL-Hit1": 73.87}, "HL-min-VeryGood": {"HL-mAP": 39.06, "HL-Hit1": 62.9}, "full": {"MR-mAP": {"0.5": 62.33, "0.55": 57.14, "0.6": 53.97, "0.65": 49.44, "0.7": 46.32, "0.75": 41.99, "0.8": 36.22, "0.85": 28.61, "0.9": 20.26, "0.95": 11.15, "average": 40.74}, "MR-R1": {"0.5": 62.45, "0.55": 57.61, "0.6": 54.65, "0.65": 50.32, "0.7": 46.97, "0.75": 42.52, "0.8": 36.65, "0.85": 28.77, "0.9": 20.39, "0.95": 10.97}}, "long": {"MR-mAP": {"0.5": 68.98, "0.55": 65.21, "0.6": 61.57, "0.65": 55.99, "0.7": 53.09, "0.75": 49.72, "0.8": 44.12, "0.85": 37.97, "0.9": 29.17, "0.95": 17.03, "average": 48.29}, "MR-R1": {"0.5": 61.67, "0.55": 58.36, "0.6": 55.23, "0.65": 49.83, "0.7": 47.56, "0.75": 45.12, "0.8": 39.37, "0.85": 33.97, "0.9": 26.31, "0.95": 15.33}}, "middle": {"MR-mAP": {"0.5": 67.41, "0.55": 61.76, "0.6": 58.51, "0.65": 54.35, "0.7": 50.72, "0.75": 44.55, "0.8": 37.77, "0.85": 28.57, "0.9": 18.3, "0.95": 8.9, "average": 43.08}, "MR-R1": {"0.5": 59.77, "0.55": 54.86, "0.6": 52.46, "0.65": 49.32, "0.7": 45.87, "0.75": 40.33, "0.8": 34.48, "0.85": 25.81, "0.9": 16.82, "0.95": 8.15}}, "short": {"MR-mAP": {"0.5": 15.65, "0.55": 11.62, "0.6": 10.62, "0.65": 8.79, "0.7": 6.61, "0.75": 6.24, "0.8": 4.54, "0.85": 1.43, "0.9": 1.43, "0.95": 1.43, "average": 6.84}, "MR-R1": {"0.5": 9.79, "0.55": 7.69, "0.6": 6.53, "0.65": 5.13, "0.7": 3.73, "0.75": 3.26, "0.8": 2.8, "0.85": 0.93, "0.9": 0.93, "0.95": 0.93}}}
2023_05_23_12_19_56 [Epoch] 069 [Loss] loss_span 0.5066 loss_giou 0.4990 loss_label 0.6333 class_error 21.0576 loss_saliency 4.1375 loss_span_0 0.5388 loss_giou_0 0.5392 loss_label_0 0.6344 class_error_0 20.3849 loss_overall 7.4888 [Metrics] {"brief": {"MR-full-R1@0.5": 62.19, "MR-full-R1@0.7": 46.19, "MR-full-mAP": 40.6, "MR-full-mAP@0.5": 61.61, "MR-full-mAP@0.75": 41.73, "MR-long-mAP": 47.44, "MR-middle-mAP": 42.82, "MR-short-mAP": 8.09, "HL-min-Fair-mAP": 74.13, "HL-min-Fair-Hit1": 74.65, "HL-min-Good-mAP": 63.2, "HL-min-Good-Hit1": 72.65, "HL-min-VeryGood-mAP": 38.58, "HL-min-VeryGood-Hit1": 61.42}, "HL-min-Fair": {"HL-mAP": 74.13, "HL-Hit1": 74.65}, "HL-min-Good": {"HL-mAP": 63.2, "HL-Hit1": 72.65}, "HL-min-VeryGood": {"HL-mAP": 38.58, "HL-Hit1": 61.42}, "full": {"MR-mAP": {"0.5": 61.61, "0.55": 57.16, "0.6": 53.39, "0.65": 49.49, "0.7": 45.76, "0.75": 41.73, "0.8": 35.93, "0.85": 28.74, "0.9": 20.82, "0.95": 11.34, "average": 40.6}, "MR-R1": {"0.5": 62.19, "0.55": 58.19, "0.6": 53.81, "0.65": 49.74, "0.7": 46.19, "0.75": 42.13, "0.8": 36.77, "0.85": 29.23, "0.9": 20.97, "0.95": 11.35}}, "long": {"MR-mAP": {"0.5": 66.51, "0.55": 63.53, "0.6": 58.67, "0.65": 55.28, "0.7": 52.15, "0.75": 48.33, "0.8": 43.96, "0.85": 38.32, "0.9": 29.58, "0.95": 18.05, "average": 47.44}, "MR-R1": {"0.5": 59.06, "0.55": 56.27, "0.6": 51.92, "0.65": 48.78, "0.7": 46.69, "0.75": 43.55, "0.8": 39.37, "0.85": 34.49, "0.9": 26.48, "0.95": 16.55}}, "middle": {"MR-mAP": {"0.5": 67.27, "0.55": 61.95, "0.6": 58.33, "0.65": 54.07, "0.7": 49.47, "0.75": 44.31, "0.8": 37.12, "0.85": 28.29, "0.9": 18.82, "0.95": 8.55, "average": 42.82}, "MR-R1": {"0.5": 60.4, "0.55": 56.32, "0.6": 52.87, "0.65": 48.9, "0.7": 44.93, "0.75": 40.33, "0.8": 34.38, "0.85": 26.44, "0.9": 17.87, "0.95": 8.25}}, "short": {"MR-mAP": {"0.5": 16.85, "0.55": 13.73, "0.6": 12.07, "0.65": 10.04, "0.7": 7.77, "0.75": 7.27, "0.8": 5.38, "0.85": 2.58, "0.9": 2.58, "0.95": 2.58, "average": 8.09}, "MR-R1": {"0.5": 10.96, "0.55": 9.32, "0.6": 6.99, "0.65": 5.36, "0.7": 4.2, "0.75": 3.96, "0.8": 3.5, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2023_05_23_12_23_30 [Epoch] 074 [Loss] loss_span 0.4904 loss_giou 0.4944 loss_label 0.5984 class_error 17.7786 loss_saliency 4.0791 loss_span_0 0.5251 loss_giou_0 0.5375 loss_label_0 0.5510 class_error_0 14.9918 loss_overall 7.2759 [Metrics] {"brief": {"MR-full-R1@0.5": 62.06, "MR-full-R1@0.7": 47.94, "MR-full-mAP": 41.08, "MR-full-mAP@0.5": 61.99, "MR-full-mAP@0.75": 41.9, "MR-long-mAP": 46.61, "MR-middle-mAP": 44.49, "MR-short-mAP": 7.89, "HL-min-Fair-mAP": 74.41, "HL-min-Fair-Hit1": 75.29, "HL-min-Good-mAP": 63.43, "HL-min-Good-Hit1": 73.61, "HL-min-VeryGood-mAP": 38.81, "HL-min-VeryGood-Hit1": 62.06}, "HL-min-Fair": {"HL-mAP": 74.41, "HL-Hit1": 75.29}, "HL-min-Good": {"HL-mAP": 63.43, "HL-Hit1": 73.61}, "HL-min-VeryGood": {"HL-mAP": 38.81, "HL-Hit1": 62.06}, "full": {"MR-mAP": {"0.5": 61.99, "0.55": 57.24, "0.6": 54.25, "0.65": 50.16, "0.7": 46.66, "0.75": 41.9, "0.8": 35.84, "0.85": 29.38, "0.9": 21.23, "0.95": 12.19, "average": 41.08}, "MR-R1": {"0.5": 62.06, "0.55": 57.74, "0.6": 54.9, "0.65": 51.1, "0.7": 47.94, "0.75": 43.23, "0.8": 36.39, "0.85": 30.19, "0.9": 21.87, "0.95": 12.32}}, "long": {"MR-mAP": {"0.5": 65.34, "0.55": 61.93, "0.6": 58.92, "0.65": 55.1, "0.7": 51.66, "0.75": 47.45, "0.8": 41.7, "0.85": 36.57, "0.9": 28.47, "0.95": 18.94, "average": 46.61}, "MR-R1": {"0.5": 58.89, "0.55": 55.75, "0.6": 53.14, "0.65": 49.83, "0.7": 47.39, "0.75": 43.73, "0.8": 37.63, "0.85": 33.62, "0.9": 26.13, "0.95": 17.07}}, "middle": {"MR-mAP": {"0.5": 68.07, "0.55": 63.2, "0.6": 59.78, "0.65": 55.57, "0.7": 52.34, "0.75": 46.19, "0.8": 38.45, "0.85": 30.83, "0.9": 20.65, "0.95": 9.83, "average": 44.49}, "MR-R1": {"0.5": 60.61, "0.55": 56.64, "0.6": 54.02, "0.65": 50.57, "0.7": 47.34, "0.75": 41.9, "0.8": 34.69, "0.85": 27.9, "0.9": 18.91, "0.95": 8.88}}, "short": {"MR-mAP": {"0.5": 17.18, "0.55": 12.86, "0.6": 11.81, "0.65": 9.77, "0.7": 7.04, "0.75": 6.76, "0.8": 5.45, "0.85": 2.67, "0.9": 2.67, "0.95": 2.67, "average": 7.89}, "MR-R1": {"0.5": 10.26, "0.55": 7.69, "0.6": 6.76, "0.65": 5.13, "0.7": 4.2, "0.75": 4.2, "0.8": 3.73, "0.85": 1.86, "0.9": 1.86, "0.95": 1.86}}}
2023_05_23_12_27_05 [Epoch] 079 [Loss] loss_span 0.5205 loss_giou 0.5051 loss_label 0.5672 class_error 18.1290 loss_saliency 4.0440 loss_span_0 0.5383 loss_giou_0 0.5434 loss_label_0 0.5910 class_error_0 18.7959 loss_overall 7.3095 [Metrics] {"brief": {"MR-full-R1@0.5": 62.71, "MR-full-R1@0.7": 46.39, "MR-full-mAP": 40.18, "MR-full-mAP@0.5": 61.7, "MR-full-mAP@0.75": 40.98, "MR-long-mAP": 45.91, "MR-middle-mAP": 42.8, "MR-short-mAP": 8.21, "HL-min-Fair-mAP": 73.87, "HL-min-Fair-Hit1": 74.52, "HL-min-Good-mAP": 63.05, "HL-min-Good-Hit1": 72.13, "HL-min-VeryGood-mAP": 38.69, "HL-min-VeryGood-Hit1": 60.65}, "HL-min-Fair": {"HL-mAP": 73.87, "HL-Hit1": 74.52}, "HL-min-Good": {"HL-mAP": 63.05, "HL-Hit1": 72.13}, "HL-min-VeryGood": {"HL-mAP": 38.69, "HL-Hit1": 60.65}, "full": {"MR-mAP": {"0.5": 61.7, "0.55": 56.68, "0.6": 53.26, "0.65": 48.53, "0.7": 44.57, "0.75": 40.98, "0.8": 35.83, "0.85": 29.28, "0.9": 20.03, "0.95": 10.93, "average": 40.18}, "MR-R1": {"0.5": 62.71, "0.55": 57.35, "0.6": 54.06, "0.65": 49.61, "0.7": 46.39, "0.75": 42.52, "0.8": 37.35, "0.85": 30.71, "0.9": 20.77, "0.95": 11.55}}, "long": {"MR-mAP": {"0.5": 64.14, "0.55": 60.35, "0.6": 57.09, "0.65": 54.07, "0.7": 50.56, "0.75": 47.97, "0.8": 42.96, "0.85": 38.19, "0.9": 27.14, "0.95": 16.65, "average": 45.91}, "MR-R1": {"0.5": 57.84, "0.55": 54.01, "0.6": 51.05, "0.65": 48.78, "0.7": 45.99, "0.75": 43.73, "0.8": 38.85, "0.85": 34.84, "0.9": 24.22, "0.95": 15.16}}, "middle": {"MR-mAP": {"0.5": 68.0, "0.55": 62.83, "0.6": 58.77, "0.65": 52.49, "0.7": 48.65, "0.75": 43.13, "0.8": 37.15, "0.85": 29.08, "0.9": 19.01, "0.95": 8.86, "average": 42.8}, "MR-R1": {"0.5": 61.55, "0.55": 56.64, "0.6": 53.71, "0.65": 48.48, "0.7": 45.35, "0.75": 40.44, "0.8": 35.21, "0.85": 27.9, "0.9": 18.18, "0.95": 8.67}}, "short": {"MR-mAP": {"0.5": 17.23, "0.55": 13.26, "0.6": 12.21, "0.65": 10.43, "0.7": 7.72, "0.75": 7.5, "0.8": 5.8, "0.85": 2.66, "0.9": 2.66, "0.95": 2.66, "average": 8.21}, "MR-R1": {"0.5": 11.89, "0.55": 8.62, "0.6": 7.23, "0.65": 5.83, "0.7": 4.9, "0.75": 4.9, "0.8": 4.43, "0.85": 2.1, "0.9": 2.1, "0.95": 2.1}}}
2023_05_23_12_30_40 [Epoch] 084 [Loss] loss_span 0.5334 loss_giou 0.5108 loss_label 0.6053 class_error 20.3250 loss_saliency 3.9785 loss_span_0 0.5680 loss_giou_0 0.5487 loss_label_0 0.5713 class_error_0 18.8630 loss_overall 7.3161 [Metrics] {"brief": {"MR-full-R1@0.5": 60.71, "MR-full-R1@0.7": 45.35, "MR-full-mAP": 39.94, "MR-full-mAP@0.5": 60.62, "MR-full-mAP@0.75": 39.9, "MR-long-mAP": 47.77, "MR-middle-mAP": 41.05, "MR-short-mAP": 7.01, "HL-min-Fair-mAP": 73.66, "HL-min-Fair-Hit1": 73.94, "HL-min-Good-mAP": 62.86, "HL-min-Good-Hit1": 72.45, "HL-min-VeryGood-mAP": 38.67, "HL-min-VeryGood-Hit1": 61.61}, "HL-min-Fair": {"HL-mAP": 73.66, "HL-Hit1": 73.94}, "HL-min-Good": {"HL-mAP": 62.86, "HL-Hit1": 72.45}, "HL-min-VeryGood": {"HL-mAP": 38.67, "HL-Hit1": 61.61}, "full": {"MR-mAP": {"0.5": 60.62, "0.55": 55.9, "0.6": 53.08, "0.65": 48.43, "0.7": 44.3, "0.75": 39.9, "0.8": 34.92, "0.85": 28.99, "0.9": 21.62, "0.95": 11.65, "average": 39.94}, "MR-R1": {"0.5": 60.71, "0.55": 56.45, "0.6": 53.48, "0.65": 49.1, "0.7": 45.35, "0.75": 40.97, "0.8": 35.81, "0.85": 29.94, "0.9": 22.32, "0.95": 12.13}}, "long": {"MR-mAP": {"0.5": 68.0, "0.55": 64.08, "0.6": 60.71, "0.65": 56.58, "0.7": 52.59, "0.75": 48.21, "0.8": 42.97, "0.85": 38.46, "0.9": 29.41, "0.95": 16.67, "average": 47.77}, "MR-R1": {"0.5": 62.02, "0.55": 57.67, "0.6": 54.36, "0.65": 51.05, "0.7": 47.21, "0.75": 44.25, "0.8": 39.9, "0.85": 35.71, "0.9": 27.18, "0.95": 15.33}}, "middle": {"MR-mAP": {"0.5": 64.23, "0.55": 59.78, "0.6": 56.37, "0.65": 50.94, "0.7": 46.52, "0.75": 40.66, "0.8": 35.11, "0.85": 27.75, "0.9": 19.76, "0.95": 9.41, "average": 41.05}, "MR-R1": {"0.5": 57.16, "0.55": 53.71, "0.6": 51.2, "0.65": 46.39, "0.7": 43.05, "0.75": 37.93, "0.8": 32.81, "0.85": 26.23, "0.9": 19.02, "0.95": 9.61}}, "short": {"MR-mAP": {"0.5": 15.23, "0.55": 11.37, "0.6": 10.91, "0.65": 8.77, "0.7": 6.27, "0.75": 5.78, "0.8": 4.25, "0.85": 2.5, "0.9": 2.5, "0.95": 2.5, "average": 7.01}, "MR-R1": {"0.5": 8.86, "0.55": 6.99, "0.6": 6.29, "0.65": 5.59, "0.7": 4.66, "0.75": 4.2, "0.8": 2.8, "0.85": 1.86, "0.9": 1.86, "0.95": 1.86}}}
2023_05_23_12_34_17 [Epoch] 089 [Loss] loss_span 0.4934 loss_giou 0.4956 loss_label 0.5864 class_error 18.6099 loss_saliency 4.0107 loss_span_0 0.5257 loss_giou_0 0.5365 loss_label_0 0.5978 class_error_0 19.3896 loss_overall 7.2463 [Metrics] {"brief": {"MR-full-R1@0.5": 61.35, "MR-full-R1@0.7": 45.55, "MR-full-mAP": 39.78, "MR-full-mAP@0.5": 61.16, "MR-full-mAP@0.75": 40.84, "MR-long-mAP": 43.73, "MR-middle-mAP": 43.11, "MR-short-mAP": 8.61, "HL-min-Fair-mAP": 74.69, "HL-min-Fair-Hit1": 75.29, "HL-min-Good-mAP": 63.84, "HL-min-Good-Hit1": 73.61, "HL-min-VeryGood-mAP": 39.31, "HL-min-VeryGood-Hit1": 62.32}, "HL-min-Fair": {"HL-mAP": 74.69, "HL-Hit1": 75.29}, "HL-min-Good": {"HL-mAP": 63.84, "HL-Hit1": 73.61}, "HL-min-VeryGood": {"HL-mAP": 39.31, "HL-Hit1": 62.32}, "full": {"MR-mAP": {"0.5": 61.16, "0.55": 55.72, "0.6": 52.51, "0.65": 48.13, "0.7": 44.42, "0.75": 40.84, "0.8": 35.84, "0.85": 28.42, "0.9": 20.25, "0.95": 10.57, "average": 39.78}, "MR-R1": {"0.5": 61.35, "0.55": 56.39, "0.6": 53.23, "0.65": 48.97, "0.7": 45.55, "0.75": 41.87, "0.8": 36.97, "0.85": 29.42, "0.9": 20.97, "0.95": 10.71}}, "long": {"MR-mAP": {"0.5": 63.1, "0.55": 59.25, "0.6": 54.26, "0.65": 51.06, "0.7": 48.01, "0.75": 44.63, "0.8": 41.11, "0.85": 34.92, "0.9": 26.21, "0.95": 14.75, "average": 43.73}, "MR-R1": {"0.5": 56.1, "0.55": 52.61, "0.6": 48.08, "0.65": 45.47, "0.7": 43.03, "0.75": 40.42, "0.8": 37.98, "0.85": 32.06, "0.9": 23.87, "0.95": 13.07}}, "middle": {"MR-mAP": {"0.5": 66.58, "0.55": 60.97, "0.6": 58.41, "0.65": 53.26, "0.7": 49.65, "0.75": 45.12, "0.8": 38.3, "0.85": 29.67, "0.9": 19.75, "0.95": 9.35, "average": 43.11}, "MR-R1": {"0.5": 60.29, "0.55": 55.69, "0.6": 53.92, "0.65": 49.43, "0.7": 46.19, "0.75": 42.01, "0.8": 35.74, "0.85": 27.8, "0.9": 19.02, "0.95": 8.88}}, "short": {"MR-mAP": {"0.5": 18.63, "0.55": 14.56, "0.6": 13.16, "0.65": 11.01, "0.7": 7.56, "0.75": 6.94, "0.8": 5.5, "0.85": 2.92, "0.9": 2.92, "0.95": 2.92, "average": 8.61}, "MR-R1": {"0.5": 12.12, "0.55": 9.09, "0.6": 7.69, "0.65": 5.83, "0.7": 3.96, "0.75": 3.5, "0.8": 3.03, "0.85": 1.4, "0.9": 1.4, "0.95": 1.4}}}
2023_05_23_12_37_52 [Epoch] 094 [Loss] loss_span 0.4949 loss_giou 0.4788 loss_label 0.6509 class_error 19.9447 loss_saliency 4.0106 loss_span_0 0.5352 loss_giou_0 0.5384 loss_label_0 0.6542 class_error_0 20.7151 loss_overall 7.3630 [Metrics] {"brief": {"MR-full-R1@0.5": 62.19, "MR-full-R1@0.7": 48.26, "MR-full-mAP": 41.91, "MR-full-mAP@0.5": 62.18, "MR-full-mAP@0.75": 43.45, "MR-long-mAP": 47.55, "MR-middle-mAP": 44.01, "MR-short-mAP": 9.64, "HL-min-Fair-mAP": 74.33, "HL-min-Fair-Hit1": 74.26, "HL-min-Good-mAP": 63.27, "HL-min-Good-Hit1": 72.52, "HL-min-VeryGood-mAP": 38.88, "HL-min-VeryGood-Hit1": 61.87}, "HL-min-Fair": {"HL-mAP": 74.33, "HL-Hit1": 74.26}, "HL-min-Good": {"HL-mAP": 63.27, "HL-Hit1": 72.52}, "HL-min-VeryGood": {"HL-mAP": 38.88, "HL-Hit1": 61.87}, "full": {"MR-mAP": {"0.5": 62.18, "0.55": 57.05, "0.6": 54.06, "0.65": 50.89, "0.7": 47.27, "0.75": 43.45, "0.8": 37.61, "0.85": 30.47, "0.9": 22.51, "0.95": 13.61, "average": 41.91}, "MR-R1": {"0.5": 62.19, "0.55": 57.94, "0.6": 54.77, "0.65": 51.61, "0.7": 48.26, "0.75": 44.39, "0.8": 38.26, "0.85": 31.35, "0.9": 23.48, "0.95": 14.13}}, "long": {"MR-mAP": {"0.5": 64.84, "0.55": 61.11, "0.6": 58.65, "0.65": 54.72, "0.7": 51.22, "0.75": 48.74, "0.8": 45.4, "0.85": 39.62, "0.9": 31.11, "0.95": 20.14, "average": 47.55}, "MR-R1": {"0.5": 58.89, "0.55": 55.75, "0.6": 53.31, "0.65": 49.65, "0.7": 46.69, "0.75": 44.77, "0.8": 41.64, "0.85": 36.41, "0.9": 28.75, "0.95": 18.99}}, "middle": {"MR-mAP": {"0.5": 67.74, "0.55": 61.92, "0.6": 58.39, "0.65": 55.35, "0.7": 51.74, "0.75": 45.96, "0.8": 37.72, "0.85": 29.62, "0.9": 20.69, "0.95": 10.99, "average": 44.01}, "MR-R1": {"0.5": 60.19, "0.55": 55.9, "0.6": 52.98, "0.65": 50.37, "0.7": 47.44, "0.75": 42.53, "0.8": 34.9, "0.85": 28.0, "0.9": 19.85, "0.95": 10.55}}, "short": {"MR-mAP": {"0.5": 18.89, "0.55": 15.07, "0.6": 14.07, "0.65": 12.73, "0.7": 9.45, "0.75": 8.92, "0.8": 6.95, "0.85": 3.43, "0.9": 3.43, "0.95": 3.43, "average": 9.64}, "MR-R1": {"0.5": 11.66, "0.55": 10.02, "0.6": 8.39, "0.65": 7.69, "0.7": 6.06, "0.75": 5.59, "0.8": 4.66, "0.85": 2.1, "0.9": 2.1, "0.95": 2.1}}}
2023_05_23_12_41_26 [Epoch] 099 [Loss] loss_span 0.5067 loss_giou 0.4807 loss_label 0.5755 class_error 18.0966 loss_saliency 3.9459 loss_span_0 0.5338 loss_giou_0 0.5376 loss_label_0 0.6139 class_error_0 19.4410 loss_overall 7.1941 [Metrics] {"brief": {"MR-full-R1@0.5": 63.23, "MR-full-R1@0.7": 48.32, "MR-full-mAP": 42.15, "MR-full-mAP@0.5": 62.73, "MR-full-mAP@0.75": 43.2, "MR-long-mAP": 49.05, "MR-middle-mAP": 44.37, "MR-short-mAP": 7.82, "HL-min-Fair-mAP": 74.42, "HL-min-Fair-Hit1": 74.84, "HL-min-Good-mAP": 63.67, "HL-min-Good-Hit1": 72.77, "HL-min-VeryGood-mAP": 39.19, "HL-min-VeryGood-Hit1": 61.61}, "HL-min-Fair": {"HL-mAP": 74.42, "HL-Hit1": 74.84}, "HL-min-Good": {"HL-mAP": 63.67, "HL-Hit1": 72.77}, "HL-min-VeryGood": {"HL-mAP": 39.19, "HL-Hit1": 61.61}, "full": {"MR-mAP": {"0.5": 62.73, "0.55": 57.94, "0.6": 55.11, "0.65": 50.54, "0.7": 47.14, "0.75": 43.2, "0.8": 37.69, "0.85": 30.77, "0.9": 22.85, "0.95": 13.52, "average": 42.15}, "MR-R1": {"0.5": 63.23, "0.55": 58.52, "0.6": 55.68, "0.65": 51.23, "0.7": 48.32, "0.75": 44.32, "0.8": 38.65, "0.85": 31.61, "0.9": 23.23, "0.95": 13.74}}, "long": {"MR-mAP": {"0.5": 68.35, "0.55": 64.48, "0.6": 60.34, "0.65": 56.66, "0.7": 53.31, "0.75": 49.63, "0.8": 45.27, "0.85": 40.77, "0.9": 31.84, "0.95": 19.88, "average": 49.05}, "MR-R1": {"0.5": 62.54, "0.55": 58.89, "0.6": 55.05, "0.65": 51.74, "0.7": 48.95, "0.75": 45.82, "0.8": 41.81, "0.85": 37.63, "0.9": 28.92, "0.95": 18.29}}, "middle": {"MR-mAP": {"0.5": 67.16, "0.55": 62.35, "0.6": 59.81, "0.65": 54.68, "0.7": 51.57, "0.75": 46.35, "0.8": 39.29, "0.85": 30.3, "0.9": 20.84, "0.95": 11.34, "average": 44.37}, "MR-R1": {"0.5": 59.77, "0.55": 55.69, "0.6": 54.02, "0.65": 49.84, "0.7": 47.34, "0.75": 42.74, "0.8": 36.15, "0.85": 28.11, "0.9": 19.75, "0.95": 10.76}}, "short": {"MR-mAP": {"0.5": 17.69, "0.55": 13.23, "0.6": 12.09, "0.65": 9.51, "0.7": 6.8, "0.75": 6.69, "0.8": 5.21, "0.85": 2.34, "0.9": 2.34, "0.95": 2.34, "average": 7.82}, "MR-R1": {"0.5": 11.42, "0.55": 8.39, "0.6": 6.99, "0.65": 4.66, "0.7": 3.5, "0.75": 3.5, "0.8": 3.03, "0.85": 1.17, "0.9": 1.17, "0.95": 1.17}}}
2023_05_23_12_45_00 [Epoch] 104 [Loss] loss_span 0.4993 loss_giou 0.5000 loss_label 0.6494 class_error 18.7552 loss_saliency 4.0146 loss_span_0 0.5231 loss_giou_0 0.5398 loss_label_0 0.6408 class_error_0 20.5755 loss_overall 7.3671 [Metrics] {"brief": {"MR-full-R1@0.5": 60.9, "MR-full-R1@0.7": 45.74, "MR-full-mAP": 40.35, "MR-full-mAP@0.5": 60.53, "MR-full-mAP@0.75": 41.78, "MR-long-mAP": 44.22, "MR-middle-mAP": 42.96, "MR-short-mAP": 9.44, "HL-min-Fair-mAP": 74.59, "HL-min-Fair-Hit1": 74.77, "HL-min-Good-mAP": 63.63, "HL-min-Good-Hit1": 72.71, "HL-min-VeryGood-mAP": 38.92, "HL-min-VeryGood-Hit1": 61.03}, "HL-min-Fair": {"HL-mAP": 74.59, "HL-Hit1": 74.77}, "HL-min-Good": {"HL-mAP": 63.63, "HL-Hit1": 72.71}, "HL-min-VeryGood": {"HL-mAP": 38.92, "HL-Hit1": 61.03}, "full": {"MR-mAP": {"0.5": 60.53, "0.55": 56.01, "0.6": 53.16, "0.65": 49.31, "0.7": 44.53, "0.75": 41.78, "0.8": 36.03, "0.85": 28.69, "0.9": 21.2, "0.95": 12.27, "average": 40.35}, "MR-R1": {"0.5": 60.9, "0.55": 56.71, "0.6": 53.68, "0.65": 49.94, "0.7": 45.74, "0.75": 43.23, "0.8": 36.9, "0.85": 29.68, "0.9": 21.87, "0.95": 12.65}}, "long": {"MR-mAP": {"0.5": 62.63, "0.55": 59.36, "0.6": 55.44, "0.65": 52.17, "0.7": 46.91, "0.75": 45.07, "0.8": 41.31, "0.85": 34.85, "0.9": 27.35, "0.95": 17.08, "average": 44.22}, "MR-R1": {"0.5": 55.92, "0.55": 53.14, "0.6": 49.48, "0.65": 46.34, "0.7": 42.33, "0.75": 40.94, "0.8": 37.46, "0.85": 31.71, "0.9": 25.09, "0.95": 15.51}}, "middle": {"MR-mAP": {"0.5": 65.78, "0.55": 61.15, "0.6": 58.17, "0.65": 53.66, "0.7": 49.21, "0.75": 45.2, "0.8": 37.34, "0.85": 29.31, "0.9": 19.67, "0.95": 10.08, "average": 42.96}, "MR-R1": {"0.5": 58.2, "0.55": 54.34, "0.6": 52.14, "0.65": 48.69, "0.7": 45.25, "0.75": 42.11, "0.8": 34.9, "0.85": 27.9, "0.9": 19.23, "0.95": 10.03}}, "short": {"MR-mAP": {"0.5": 17.99, "0.55": 13.61, "0.6": 13.17, "0.65": 11.89, "0.7": 9.42, "0.75": 9.23, "0.8": 7.39, "0.85": 3.9, "0.9": 3.9, "0.95": 3.9, "average": 9.44}, "MR-R1": {"0.5": 15.38, "0.55": 12.59, "0.6": 11.42, "0.65": 9.79, "0.7": 7.69, "0.75": 7.46, "0.8": 5.36, "0.85": 2.56, "0.9": 2.56, "0.95": 2.56}}}
2023_05_23_12_48_34 [Epoch] 109 [Loss] loss_span 0.5241 loss_giou 0.5128 loss_label 0.6789 class_error 19.7087 loss_saliency 4.1323 loss_span_0 0.5307 loss_giou_0 0.5581 loss_label_0 0.6549 class_error_0 18.0848 loss_overall 7.5917 [Metrics] {"brief": {"MR-full-R1@0.5": 61.74, "MR-full-R1@0.7": 46.84, "MR-full-mAP": 40.25, "MR-full-mAP@0.5": 60.64, "MR-full-mAP@0.75": 40.84, "MR-long-mAP": 43.62, "MR-middle-mAP": 43.73, "MR-short-mAP": 9.11, "HL-min-Fair-mAP": 74.19, "HL-min-Fair-Hit1": 74.52, "HL-min-Good-mAP": 63.21, "HL-min-Good-Hit1": 72.65, "HL-min-VeryGood-mAP": 38.7, "HL-min-VeryGood-Hit1": 61.42}, "HL-min-Fair": {"HL-mAP": 74.19, "HL-Hit1": 74.52}, "HL-min-Good": {"HL-mAP": 63.21, "HL-Hit1": 72.65}, "HL-min-VeryGood": {"HL-mAP": 38.7, "HL-Hit1": 61.42}, "full": {"MR-mAP": {"0.5": 60.64, "0.55": 55.73, "0.6": 52.68, "0.65": 48.53, "0.7": 44.85, "0.75": 40.84, "0.8": 35.12, "0.85": 29.36, "0.9": 21.92, "0.95": 12.85, "average": 40.25}, "MR-R1": {"0.5": 61.74, "0.55": 57.16, "0.6": 53.87, "0.65": 49.87, "0.7": 46.84, "0.75": 42.52, "0.8": 36.77, "0.85": 30.77, "0.9": 22.65, "0.95": 13.23}}, "long": {"MR-mAP": {"0.5": 61.01, "0.55": 57.1, "0.6": 53.26, "0.65": 50.18, "0.7": 48.02, "0.75": 44.73, "0.8": 39.07, "0.85": 35.55, "0.9": 28.86, "0.95": 18.41, "average": 43.62}, "MR-R1": {"0.5": 55.05, "0.55": 51.57, "0.6": 48.26, "0.65": 45.64, "0.7": 44.08, "0.75": 41.46, "0.8": 36.59, "0.85": 33.45, "0.9": 26.83, "0.95": 17.07}}, "middle": {"MR-mAP": {"0.5": 66.85, "0.55": 62.32, "0.6": 59.01, "0.65": 54.26, "0.7": 49.95, "0.75": 44.27, "0.8": 38.06, "0.85": 30.74, "0.9": 20.88, "0.95": 10.99, "average": 43.73}, "MR-R1": {"0.5": 60.92, "0.55": 57.16, "0.6": 54.34, "0.65": 50.47, "0.7": 46.92, "0.75": 41.59, "0.8": 35.63, "0.85": 29.05, "0.9": 19.85, "0.95": 10.45}}, "short": {"MR-mAP": {"0.5": 19.64, "0.55": 14.65, "0.6": 14.0, "0.65": 11.55, "0.7": 8.39, "0.75": 8.11, "0.8": 6.31, "0.85": 2.82, "0.9": 2.82, "0.95": 2.82, "average": 9.11}, "MR-R1": {"0.5": 13.52, "0.55": 10.02, "0.6": 8.86, "0.65": 6.53, "0.7": 5.59, "0.75": 5.36, "0.8": 4.43, "0.85": 1.63, "0.9": 1.63, "0.95": 1.63}}}
2023_05_23_12_52_07 [Epoch] 114 [Loss] loss_span 0.5366 loss_giou 0.5068 loss_label 0.7944 class_error 22.3743 loss_saliency 4.1192 loss_span_0 0.5453 loss_giou_0 0.5412 loss_label_0 0.8067 class_error_0 23.7986 loss_overall 7.8502 [Metrics] {"brief": {"MR-full-R1@0.5": 63.29, "MR-full-R1@0.7": 49.35, "MR-full-mAP": 41.85, "MR-full-mAP@0.5": 62.48, "MR-full-mAP@0.75": 43.09, "MR-long-mAP": 47.01, "MR-middle-mAP": 44.37, "MR-short-mAP": 9.2, "HL-min-Fair-mAP": 74.69, "HL-min-Fair-Hit1": 75.1, "HL-min-Good-mAP": 63.75, "HL-min-Good-Hit1": 73.16, "HL-min-VeryGood-mAP": 39.05, "HL-min-VeryGood-Hit1": 61.94}, "HL-min-Fair": {"HL-mAP": 74.69, "HL-Hit1": 75.1}, "HL-min-Good": {"HL-mAP": 63.75, "HL-Hit1": 73.16}, "HL-min-VeryGood": {"HL-mAP": 39.05, "HL-Hit1": 61.94}, "full": {"MR-mAP": {"0.5": 62.48, "0.55": 57.7, "0.6": 54.71, "0.65": 50.88, "0.7": 47.66, "0.75": 43.09, "0.8": 37.33, "0.85": 30.05, "0.9": 21.83, "0.95": 12.71, "average": 41.85}, "MR-R1": {"0.5": 63.29, "0.55": 58.9, "0.6": 55.94, "0.65": 51.94, "0.7": 49.35, "0.75": 44.77, "0.8": 38.84, "0.85": 31.35, "0.9": 22.77, "0.95": 13.29}}, "long": {"MR-mAP": {"0.5": 66.29, "0.55": 62.52, "0.6": 58.83, "0.65": 54.9, "0.7": 52.05, "0.75": 48.4, "0.8": 43.13, "0.85": 37.42, "0.9": 28.78, "0.95": 17.75, "average": 47.01}, "MR-R1": {"0.5": 61.5, "0.55": 58.01, "0.6": 54.18, "0.65": 50.7, "0.7": 48.26, "0.75": 44.77, "0.8": 39.9, "0.85": 35.02, "0.9": 26.66, "0.95": 16.72}}, "middle": {"MR-mAP": {"0.5": 67.61, "0.55": 62.46, "0.6": 59.12, "0.65": 55.09, "0.7": 51.83, "0.75": 46.05, "0.8": 39.35, "0.85": 30.51, "0.9": 20.66, "0.95": 11.02, "average": 44.37}, "MR-R1": {"0.5": 60.5, "0.55": 56.11, "0.6": 54.02, "0.65": 50.57, "0.7": 48.17, "0.75": 43.16, "0.8": 36.99, "0.85": 29.05, "0.9": 20.17, "0.95": 10.76}}, "short": {"MR-mAP": {"0.5": 18.33, "0.55": 14.75, "0.6": 13.73, "0.65": 11.54, "0.7": 8.87, "0.75": 8.2, "0.8": 6.34, "0.85": 3.42, "0.9": 3.42, "0.95": 3.42, "average": 9.2}, "MR-R1": {"0.5": 11.42, "0.55": 10.02, "0.6": 9.09, "0.65": 6.99, "0.7": 6.29, "0.75": 5.59, "0.8": 4.43, "0.85": 1.63, "0.9": 1.63, "0.95": 1.63}}}
2023_05_23_12_55_41 [Epoch] 119 [Loss] loss_span 0.5290 loss_giou 0.4908 loss_label 0.6881 class_error 19.1519 loss_saliency 4.1852 loss_span_0 0.5441 loss_giou_0 0.5469 loss_label_0 0.6984 class_error_0 19.8242 loss_overall 7.6827 [Metrics] {"brief": {"MR-full-R1@0.5": 62.45, "MR-full-R1@0.7": 47.35, "MR-full-mAP": 41.39, "MR-full-mAP@0.5": 62.91, "MR-full-mAP@0.75": 42.34, "MR-long-mAP": 46.02, "MR-middle-mAP": 44.59, "MR-short-mAP": 8.76, "HL-min-Fair-mAP": 74.51, "HL-min-Fair-Hit1": 75.03, "HL-min-Good-mAP": 63.42, "HL-min-Good-Hit1": 72.97, "HL-min-VeryGood-mAP": 38.9, "HL-min-VeryGood-Hit1": 61.1}, "HL-min-Fair": {"HL-mAP": 74.51, "HL-Hit1": 75.03}, "HL-min-Good": {"HL-mAP": 63.42, "HL-Hit1": 72.97}, "HL-min-VeryGood": {"HL-mAP": 38.9, "HL-Hit1": 61.1}, "full": {"MR-mAP": {"0.5": 62.91, "0.55": 57.8, "0.6": 54.99, "0.65": 50.45, "0.7": 47.15, "0.75": 42.34, "0.8": 36.29, "0.85": 29.34, "0.9": 20.87, "0.95": 11.78, "average": 41.39}, "MR-R1": {"0.5": 62.45, "0.55": 57.68, "0.6": 54.84, "0.65": 50.52, "0.7": 47.35, "0.75": 42.71, "0.8": 36.97, "0.85": 30.26, "0.9": 21.29, "0.95": 12.0}}, "long": {"MR-mAP": {"0.5": 66.78, "0.55": 62.24, "0.6": 58.91, "0.65": 53.63, "0.7": 50.34, "0.75": 46.13, "0.8": 42.24, "0.85": 36.33, "0.9": 27.49, "0.95": 16.14, "average": 46.02}, "MR-R1": {"0.5": 60.45, "0.55": 56.45, "0.6": 52.96, "0.65": 47.91, "0.7": 45.3, "0.75": 41.99, "0.8": 38.5, "0.85": 33.28, "0.9": 25.26, "0.95": 14.46}}, "middle": {"MR-mAP": {"0.5": 68.42, "0.55": 63.4, "0.6": 60.26, "0.65": 56.13, "0.7": 52.96, "0.75": 46.47, "0.8": 38.2, "0.85": 30.28, "0.9": 19.61, "0.95": 10.19, "average": 44.59}, "MR-R1": {"0.5": 59.77, "0.55": 55.49, "0.6": 53.4, "0.65": 50.16, "0.7": 47.23, "0.75": 41.69, "0.8": 34.59, "0.85": 27.69, "0.9": 17.97, "0.95": 9.4}}, "short": {"MR-mAP": {"0.5": 17.81, "0.55": 13.67, "0.6": 12.92, "0.65": 10.41, "0.7": 7.7, "0.75": 7.69, "0.8": 6.25, "0.85": 3.72, "0.9": 3.72, "0.95": 3.72, "average": 8.76}, "MR-R1": {"0.5": 11.42, "0.55": 9.09, "0.6": 8.16, "0.65": 6.53, "0.7": 5.13, "0.75": 5.13, "0.8": 4.9, "0.85": 3.03, "0.9": 3.03, "0.95": 3.03}}}
2023_05_23_12_59_16 [Epoch] 124 [Loss] loss_span 0.5325 loss_giou 0.5041 loss_label 0.7336 class_error 22.5282 loss_saliency 4.1670 loss_span_0 0.5519 loss_giou_0 0.5387 loss_label_0 0.7539 class_error_0 19.9810 loss_overall 7.7817 [Metrics] {"brief": {"MR-full-R1@0.5": 62.65, "MR-full-R1@0.7": 47.35, "MR-full-mAP": 40.81, "MR-full-mAP@0.5": 61.8, "MR-full-mAP@0.75": 41.28, "MR-long-mAP": 47.82, "MR-middle-mAP": 42.83, "MR-short-mAP": 8.04, "HL-min-Fair-mAP": 74.06, "HL-min-Fair-Hit1": 74.71, "HL-min-Good-mAP": 63.05, "HL-min-Good-Hit1": 72.58, "HL-min-VeryGood-mAP": 38.76, "HL-min-VeryGood-Hit1": 61.03}, "HL-min-Fair": {"HL-mAP": 74.06, "HL-Hit1": 74.71}, "HL-min-Good": {"HL-mAP": 63.05, "HL-Hit1": 72.58}, "HL-min-VeryGood": {"HL-mAP": 38.76, "HL-Hit1": 61.03}, "full": {"MR-mAP": {"0.5": 61.8, "0.55": 56.93, "0.6": 53.74, "0.65": 49.66, "0.7": 45.81, "0.75": 41.28, "0.8": 35.12, "0.85": 29.1, "0.9": 21.84, "0.95": 12.81, "average": 40.81}, "MR-R1": {"0.5": 62.65, "0.55": 57.29, "0.6": 54.39, "0.65": 50.84, "0.7": 47.35, "0.75": 42.71, "0.8": 36.71, "0.85": 30.45, "0.9": 22.58, "0.95": 13.16}}, "long": {"MR-mAP": {"0.5": 67.92, "0.55": 64.2, "0.6": 60.02, "0.65": 56.31, "0.7": 52.79, "0.75": 48.38, "0.8": 41.56, "0.85": 37.55, "0.9": 30.9, "0.95": 18.53, "average": 47.82}, "MR-R1": {"0.5": 62.89, "0.55": 58.71, "0.6": 54.7, "0.65": 51.92, "0.7": 48.95, "0.75": 44.95, "0.8": 38.5, "0.85": 34.67, "0.9": 28.22, "0.95": 17.6}}, "middle": {"MR-mAP": {"0.5": 66.11, "0.55": 60.9, "0.6": 57.8, "0.65": 53.54, "0.7": 49.58, "0.75": 43.74, "0.8": 37.08, "0.85": 29.35, "0.9": 19.7, "0.95": 10.49, "average": 42.83}, "MR-R1": {"0.5": 58.93, "0.55": 54.34, "0.6": 52.25, "0.65": 48.8, "0.7": 45.45, "0.75": 40.33, "0.8": 34.48, "0.85": 27.59, "0.9": 18.7, "0.95": 9.82}}, "short": {"MR-mAP": {"0.5": 17.09, "0.55": 12.74, "0.6": 12.1, "0.65": 9.68, "0.7": 6.96, "0.75": 6.72, "0.8": 5.66, "0.85": 3.17, "0.9": 3.17, "0.95": 3.17, "average": 8.04}, "MR-R1": {"0.5": 10.72, "0.55": 7.23, "0.6": 6.76, "0.65": 5.36, "0.7": 4.2, "0.75": 4.2, "0.8": 4.2, "0.85": 2.1, "0.9": 2.1, "0.95": 2.1}}}
2023_05_23_13_02_53 [Epoch] 129 [Loss] loss_span 0.5530 loss_giou 0.5237 loss_label 0.6517 class_error 18.3490 loss_saliency 4.1657 loss_span_0 0.5261 loss_giou_0 0.5564 loss_label_0 0.7457 class_error_0 19.6734 loss_overall 7.7223 [Metrics] {"brief": {"MR-full-R1@0.5": 62.32, "MR-full-R1@0.7": 46.0, "MR-full-mAP": 39.89, "MR-full-mAP@0.5": 60.98, "MR-full-mAP@0.75": 40.62, "MR-long-mAP": 45.36, "MR-middle-mAP": 42.23, "MR-short-mAP": 8.3, "HL-min-Fair-mAP": 74.32, "HL-min-Fair-Hit1": 74.77, "HL-min-Good-mAP": 63.24, "HL-min-Good-Hit1": 72.58, "HL-min-VeryGood-mAP": 38.8, "HL-min-VeryGood-Hit1": 61.68}, "HL-min-Fair": {"HL-mAP": 74.32, "HL-Hit1": 74.77}, "HL-min-Good": {"HL-mAP": 63.24, "HL-Hit1": 72.58}, "HL-min-VeryGood": {"HL-mAP": 38.8, "HL-Hit1": 61.68}, "full": {"MR-mAP": {"0.5": 60.98, "0.55": 56.03, "0.6": 52.86, "0.65": 48.4, "0.7": 44.81, "0.75": 40.62, "0.8": 34.99, "0.85": 28.05, "0.9": 20.45, "0.95": 11.74, "average": 39.89}, "MR-R1": {"0.5": 62.32, "0.55": 57.87, "0.6": 54.32, "0.65": 50.0, "0.7": 46.0, "0.75": 42.0, "0.8": 36.32, "0.85": 29.35, "0.9": 21.48, "0.95": 12.0}}, "long": {"MR-mAP": {"0.5": 65.29, "0.55": 61.2, "0.6": 57.45, "0.65": 52.56, "0.7": 49.38, "0.75": 45.45, "0.8": 41.37, "0.85": 35.79, "0.9": 28.07, "0.95": 17.07, "average": 45.36}, "MR-R1": {"0.5": 60.98, "0.55": 56.62, "0.6": 52.79, "0.65": 48.26, "0.7": 45.64, "0.75": 42.51, "0.8": 38.85, "0.85": 34.15, "0.9": 26.83, "0.95": 16.38}}, "middle": {"MR-mAP": {"0.5": 65.53, "0.55": 60.97, "0.6": 57.11, "0.65": 52.79, "0.7": 48.95, "0.75": 43.59, "0.8": 36.38, "0.85": 28.32, "0.9": 18.94, "0.95": 9.73, "average": 42.23}, "MR-R1": {"0.5": 58.52, "0.55": 55.07, "0.6": 52.14, "0.65": 48.59, "0.7": 44.93, "0.75": 40.54, "0.8": 34.06, "0.85": 26.65, "0.9": 18.29, "0.95": 9.2}}, "short": {"MR-mAP": {"0.5": 18.4, "0.55": 13.45, "0.6": 12.84, "0.65": 10.44, "0.7": 7.41, "0.75": 6.88, "0.8": 5.19, "0.85": 2.81, "0.9": 2.81, "0.95": 2.81, "average": 8.3}, "MR-R1": {"0.5": 13.05, "0.55": 10.49, "0.6": 9.32, "0.65": 7.69, "0.7": 4.9, "0.75": 4.43, "0.8": 3.26, "0.85": 0.93, "0.9": 0.93, "0.95": 0.93}}}
2023_05_23_13_06_29 [Epoch] 134 [Loss] loss_span 0.6071 loss_giou 0.5375 loss_label 0.6056 class_error 16.4370 loss_saliency 4.1398 loss_span_0 0.5438 loss_giou_0 0.5609 loss_label_0 0.8159 class_error_0 21.0705 loss_overall 7.8106 [Metrics] {"brief": {"MR-full-R1@0.5": 59.16, "MR-full-R1@0.7": 44.06, "MR-full-mAP": 38.96, "MR-full-mAP@0.5": 58.69, "MR-full-mAP@0.75": 39.78, "MR-long-mAP": 43.89, "MR-middle-mAP": 41.09, "MR-short-mAP": 9.21, "HL-min-Fair-mAP": 74.94, "HL-min-Fair-Hit1": 75.35, "HL-min-Good-mAP": 63.86, "HL-min-Good-Hit1": 73.55, "HL-min-VeryGood-mAP": 39.23, "HL-min-VeryGood-Hit1": 62.52}, "HL-min-Fair": {"HL-mAP": 74.94, "HL-Hit1": 75.35}, "HL-min-Good": {"HL-mAP": 63.86, "HL-Hit1": 73.55}, "HL-min-VeryGood": {"HL-mAP": 39.23, "HL-Hit1": 62.52}, "full": {"MR-mAP": {"0.5": 58.69, "0.55": 54.7, "0.6": 51.63, "0.65": 47.23, "0.7": 43.52, "0.75": 39.78, "0.8": 34.61, "0.85": 28.16, "0.9": 20.41, "0.95": 10.88, "average": 38.96}, "MR-R1": {"0.5": 59.16, "0.55": 55.61, "0.6": 52.45, "0.65": 47.74, "0.7": 44.06, "0.75": 40.45, "0.8": 35.35, "0.85": 28.84, "0.9": 20.65, "0.95": 11.1}}, "long": {"MR-mAP": {"0.5": 60.69, "0.55": 58.08, "0.6": 55.43, "0.65": 51.26, "0.7": 47.27, "0.75": 44.29, "0.8": 41.11, "0.85": 35.75, "0.9": 28.93, "0.95": 16.11, "average": 43.89}, "MR-R1": {"0.5": 55.05, "0.55": 52.96, "0.6": 50.52, "0.65": 46.86, "0.7": 43.38, "0.75": 40.42, "0.8": 37.46, "0.85": 32.58, "0.9": 26.31, "0.95": 14.81}}, "middle": {"MR-mAP": {"0.5": 64.11, "0.55": 59.75, "0.6": 55.76, "0.65": 50.87, "0.7": 47.1, "0.75": 42.13, "0.8": 35.52, "0.85": 28.62, "0.9": 18.38, "0.95": 8.6, "average": 41.09}, "MR-R1": {"0.5": 56.64, "0.55": 53.5, "0.6": 50.37, "0.65": 45.77, "0.7": 42.53, "0.75": 38.45, "0.8": 32.92, "0.85": 26.54, "0.9": 17.03, "0.95": 8.46}}, "short": {"MR-mAP": {"0.5": 18.39, "0.55": 14.61, "0.6": 13.59, "0.65": 11.4, "0.7": 9.19, "0.75": 8.82, "0.8": 6.37, "0.85": 3.24, "0.9": 3.24, "0.95": 3.24, "average": 9.21}, "MR-R1": {"0.5": 13.75, "0.55": 10.72, "0.6": 9.56, "0.65": 7.69, "0.7": 6.29, "0.75": 6.29, "0.8": 4.2, "0.85": 1.4, "0.9": 1.4, "0.95": 1.4}}}
2023_05_23_13_10_03 [Epoch] 139 [Loss] loss_span 0.5284 loss_giou 0.4994 loss_label 0.7702 class_error 19.0948 loss_saliency 4.1708 loss_span_0 0.5449 loss_giou_0 0.5408 loss_label_0 0.7190 class_error_0 19.3746 loss_overall 7.7734 [Metrics] {"brief": {"MR-full-R1@0.5": 62.26, "MR-full-R1@0.7": 46.06, "MR-full-mAP": 40.6, "MR-full-mAP@0.5": 61.75, "MR-full-mAP@0.75": 40.73, "MR-long-mAP": 45.99, "MR-middle-mAP": 43.01, "MR-short-mAP": 9.08, "HL-min-Fair-mAP": 74.49, "HL-min-Fair-Hit1": 74.97, "HL-min-Good-mAP": 63.61, "HL-min-Good-Hit1": 72.71, "HL-min-VeryGood-mAP": 39.21, "HL-min-VeryGood-Hit1": 60.9}, "HL-min-Fair": {"HL-mAP": 74.49, "HL-Hit1": 74.97}, "HL-min-Good": {"HL-mAP": 63.61, "HL-Hit1": 72.71}, "HL-min-VeryGood": {"HL-mAP": 39.21, "HL-Hit1": 60.9}, "full": {"MR-mAP": {"0.5": 61.75, "0.55": 56.63, "0.6": 53.66, "0.65": 49.47, "0.7": 44.99, "0.75": 40.73, "0.8": 35.4, "0.85": 29.19, "0.9": 21.74, "0.95": 12.44, "average": 40.6}, "MR-R1": {"0.5": 62.26, "0.55": 57.68, "0.6": 54.52, "0.65": 50.65, "0.7": 46.06, "0.75": 42.0, "0.8": 36.39, "0.85": 30.0, "0.9": 22.52, "0.95": 12.77}}, "long": {"MR-mAP": {"0.5": 65.24, "0.55": 61.36, "0.6": 58.85, "0.65": 54.54, "0.7": 49.86, "0.75": 45.92, "0.8": 40.96, "0.85": 36.14, "0.9": 28.8, "0.95": 18.23, "average": 45.99}, "MR-R1": {"0.5": 59.76, "0.55": 56.45, "0.6": 54.01, "0.65": 49.83, "0.7": 45.64, "0.75": 42.16, "0.8": 37.8, "0.85": 33.28, "0.9": 27.0, "0.95": 17.25}}, "middle": {"MR-mAP": {"0.5": 66.7, "0.55": 61.66, "0.6": 57.72, "0.65": 53.26, "0.7": 49.0, "0.75": 43.64, "0.8": 37.24, "0.85": 29.76, "0.9": 20.72, "0.95": 10.39, "average": 43.01}, "MR-R1": {"0.5": 59.46, "0.55": 55.28, "0.6": 51.93, "0.65": 48.69, "0.7": 44.83, "0.75": 40.44, "0.8": 34.48, "0.85": 27.9, "0.9": 19.54, "0.95": 9.61}}, "short": {"MR-mAP": {"0.5": 18.48, "0.55": 14.08, "0.6": 13.39, "0.65": 11.51, "0.7": 8.68, "0.75": 8.15, "0.8": 6.29, "0.85": 3.42, "0.9": 3.42, "0.95": 3.42, "average": 9.08}, "MR-R1": {"0.5": 12.35, "0.55": 9.56, "0.6": 8.86, "0.65": 7.69, "0.7": 5.36, "0.75": 5.13, "0.8": 3.96, "0.85": 1.63, "0.9": 1.63, "0.95": 1.63}}}
2023_05_23_13_13_37 [Epoch] 144 [Loss] loss_span 0.5683 loss_giou 0.5264 loss_label 0.8571 class_error 23.2140 loss_saliency 4.2954 loss_span_0 0.5359 loss_giou_0 0.5408 loss_label_0 0.9902 class_error_0 26.0326 loss_overall 8.3142 [Metrics] {"brief": {"MR-full-R1@0.5": 61.42, "MR-full-R1@0.7": 46.58, "MR-full-mAP": 40.4, "MR-full-mAP@0.5": 60.73, "MR-full-mAP@0.75": 41.36, "MR-long-mAP": 45.52, "MR-middle-mAP": 43.06, "MR-short-mAP": 8.37, "HL-min-Fair-mAP": 74.68, "HL-min-Fair-Hit1": 75.87, "HL-min-Good-mAP": 63.65, "HL-min-Good-Hit1": 73.81, "HL-min-VeryGood-mAP": 39.08, "HL-min-VeryGood-Hit1": 61.29}, "HL-min-Fair": {"HL-mAP": 74.68, "HL-Hit1": 75.87}, "HL-min-Good": {"HL-mAP": 63.65, "HL-Hit1": 73.81}, "HL-min-VeryGood": {"HL-mAP": 39.08, "HL-Hit1": 61.29}, "full": {"MR-mAP": {"0.5": 60.73, "0.55": 55.63, "0.6": 52.93, "0.65": 49.34, "0.7": 45.56, "0.75": 41.36, "0.8": 36.06, "0.85": 29.08, "0.9": 21.21, "0.95": 12.06, "average": 40.4}, "MR-R1": {"0.5": 61.42, "0.55": 56.45, "0.6": 53.42, "0.65": 49.87, "0.7": 46.58, "0.75": 42.19, "0.8": 36.77, "0.85": 29.94, "0.9": 21.94, "0.95": 12.26}}, "long": {"MR-mAP": {"0.5": 64.12, "0.55": 60.24, "0.6": 56.83, "0.65": 53.59, "0.7": 50.31, "0.75": 47.1, "0.8": 41.83, "0.85": 35.11, "0.9": 28.01, "0.95": 18.08, "average": 45.52}, "MR-R1": {"0.5": 59.93, "0.55": 56.1, "0.6": 52.79, "0.65": 49.83, "0.7": 47.04, "0.75": 44.25, "0.8": 39.37, "0.85": 32.93, "0.9": 26.48, "0.95": 16.9}}, "middle": {"MR-mAP": {"0.5": 65.83, "0.55": 60.94, "0.6": 58.18, "0.65": 53.91, "0.7": 50.0, "0.75": 43.91, "0.8": 37.77, "0.85": 30.27, "0.9": 20.08, "0.95": 9.68, "average": 43.06}, "MR-R1": {"0.5": 58.31, "0.55": 54.13, "0.6": 52.04, "0.65": 48.59, "0.7": 45.45, "0.75": 40.23, "0.8": 34.69, "0.85": 28.21, "0.9": 19.12, "0.95": 9.2}}, "short": {"MR-mAP": {"0.5": 18.13, "0.55": 13.16, "0.6": 12.14, "0.65": 10.24, "0.7": 7.25, "0.75": 7.03, "0.8": 5.85, "0.85": 3.3, "0.9": 3.3, "0.95": 3.3, "average": 8.37}, "MR-R1": {"0.5": 11.66, "0.55": 8.16, "0.6": 6.29, "0.65": 5.13, "0.7": 3.96, "0.75": 3.5, "0.8": 2.8, "0.85": 1.17, "0.9": 1.17, "0.95": 1.17}}}
2023_05_23_13_17_11 [Epoch] 149 [Loss] loss_span 0.5404 loss_giou 0.5147 loss_label 0.7434 class_error 18.5711 loss_saliency 4.2112 loss_span_0 0.5359 loss_giou_0 0.5425 loss_label_0 0.7834 class_error_0 19.5339 loss_overall 7.8715 [Metrics] {"brief": {"MR-full-R1@0.5": 60.84, "MR-full-R1@0.7": 44.97, "MR-full-mAP": 39.51, "MR-full-mAP@0.5": 60.72, "MR-full-mAP@0.75": 40.65, "MR-long-mAP": 43.25, "MR-middle-mAP": 42.1, "MR-short-mAP": 9.54, "HL-min-Fair-mAP": 74.43, "HL-min-Fair-Hit1": 75.29, "HL-min-Good-mAP": 63.6, "HL-min-Good-Hit1": 73.29, "HL-min-VeryGood-mAP": 39.04, "HL-min-VeryGood-Hit1": 60.84}, "HL-min-Fair": {"HL-mAP": 74.43, "HL-Hit1": 75.29}, "HL-min-Good": {"HL-mAP": 63.6, "HL-Hit1": 73.29}, "HL-min-VeryGood": {"HL-mAP": 39.04, "HL-Hit1": 60.84}, "full": {"MR-mAP": {"0.5": 60.72, "0.55": 55.41, "0.6": 52.62, "0.65": 48.0, "0.7": 44.44, "0.75": 40.65, "0.8": 34.64, "0.85": 27.14, "0.9": 19.96, "0.95": 11.48, "average": 39.51}, "MR-R1": {"0.5": 60.84, "0.55": 55.94, "0.6": 53.03, "0.65": 48.65, "0.7": 44.97, "0.75": 41.35, "0.8": 35.55, "0.85": 28.06, "0.9": 20.84, "0.95": 11.94}}, "long": {"MR-mAP": {"0.5": 62.93, "0.55": 58.29, "0.6": 55.19, "0.65": 50.97, "0.7": 47.69, "0.75": 43.52, "0.8": 38.86, "0.85": 32.64, "0.9": 26.38, "0.95": 16.07, "average": 43.25}, "MR-R1": {"0.5": 56.97, "0.55": 52.44, "0.6": 49.65, "0.65": 46.17, "0.7": 43.21, "0.75": 39.55, "0.8": 35.54, "0.85": 29.97, "0.9": 24.56, "0.95": 15.33}}, "middle": {"MR-mAP": {"0.5": 65.51, "0.55": 60.54, "0.6": 57.2, "0.65": 52.08, "0.7": 48.72, "0.75": 44.36, "0.8": 36.74, "0.85": 27.87, "0.9": 18.52, "0.95": 9.48, "average": 42.1}, "MR-R1": {"0.5": 57.99, "0.55": 53.92, "0.6": 51.41, "0.65": 47.23, "0.7": 43.89, "0.75": 40.44, "0.8": 33.96, "0.85": 26.12, "0.9": 17.66, "0.95": 8.78}}, "short": {"MR-mAP": {"0.5": 19.25, "0.55": 14.83, "0.6": 13.98, "0.65": 12.08, "0.7": 8.93, "0.75": 8.37, "0.8": 6.44, "0.85": 3.83, "0.9": 3.83, "0.95": 3.83, "average": 9.54}, "MR-R1": {"0.5": 14.22, "0.55": 11.66, "0.6": 10.49, "0.65": 8.62, "0.7": 6.76, "0.75": 6.29, "0.8": 5.13, "0.85": 3.03, "0.9": 3.03, "0.95": 3.03}}}
2023_05_23_13_20_42 [Epoch] 154 [Loss] loss_span 0.5128 loss_giou 0.5138 loss_label 0.8089 class_error 19.6631 loss_saliency 4.1351 loss_span_0 0.5324 loss_giou_0 0.5517 loss_label_0 0.7438 class_error_0 18.4996 loss_overall 7.7986 [Metrics] {"brief": {"MR-full-R1@0.5": 62.06, "MR-full-R1@0.7": 46.84, "MR-full-mAP": 40.21, "MR-full-mAP@0.5": 61.08, "MR-full-mAP@0.75": 40.52, "MR-long-mAP": 45.4, "MR-middle-mAP": 42.72, "MR-short-mAP": 8.79, "HL-min-Fair-mAP": 74.3, "HL-min-Fair-Hit1": 75.03, "HL-min-Good-mAP": 63.54, "HL-min-Good-Hit1": 73.48, "HL-min-VeryGood-mAP": 39.09, "HL-min-VeryGood-Hit1": 61.68}, "HL-min-Fair": {"HL-mAP": 74.3, "HL-Hit1": 75.03}, "HL-min-Good": {"HL-mAP": 63.54, "HL-Hit1": 73.48}, "HL-min-VeryGood": {"HL-mAP": 39.09, "HL-Hit1": 61.68}, "full": {"MR-mAP": {"0.5": 61.08, "0.55": 56.27, "0.6": 53.17, "0.65": 49.15, "0.7": 44.84, "0.75": 40.52, "0.8": 35.57, "0.85": 29.38, "0.9": 20.68, "0.95": 11.42, "average": 40.21}, "MR-R1": {"0.5": 62.06, "0.55": 57.94, "0.6": 55.03, "0.65": 50.77, "0.7": 46.84, "0.75": 42.45, "0.8": 37.29, "0.85": 30.71, "0.9": 21.87, "0.95": 12.26}}, "long": {"MR-mAP": {"0.5": 65.36, "0.55": 61.6, "0.6": 58.47, "0.65": 53.74, "0.7": 49.81, "0.75": 45.01, "0.8": 40.31, "0.85": 35.23, "0.9": 27.32, "0.95": 17.12, "average": 45.4}, "MR-R1": {"0.5": 59.76, "0.55": 56.27, "0.6": 53.48, "0.65": 48.78, "0.7": 45.64, "0.75": 41.29, "0.8": 37.11, "0.85": 32.75, "0.9": 25.78, "0.95": 16.38}}, "middle": {"MR-mAP": {"0.5": 65.66, "0.55": 61.36, "0.6": 57.72, "0.65": 53.27, "0.7": 48.89, "0.75": 43.72, "0.8": 38.14, "0.85": 30.43, "0.9": 19.18, "0.95": 8.79, "average": 42.72}, "MR-R1": {"0.5": 58.93, "0.55": 55.8, "0.6": 53.19, "0.65": 49.53, "0.7": 45.56, "0.75": 41.07, "0.8": 35.74, "0.85": 28.74, "0.9": 18.6, "0.95": 8.67}}, "short": {"MR-mAP": {"0.5": 19.04, "0.55": 13.28, "0.6": 12.42, "0.65": 10.7, "0.7": 8.01, "0.75": 7.62, "0.8": 6.16, "0.85": 3.56, "0.9": 3.56, "0.95": 3.56, "average": 8.79}, "MR-R1": {"0.5": 12.82, "0.55": 9.56, "0.6": 8.62, "0.65": 7.69, "0.7": 6.53, "0.75": 6.53, "0.8": 5.36, "0.85": 3.03, "0.9": 3.03, "0.95": 3.03}}}
2023_05_23_13_24_15 [Epoch] 159 [Loss] loss_span 0.5437 loss_giou 0.5061 loss_label 0.8094 class_error 19.4369 loss_saliency 4.2814 loss_span_0 0.5426 loss_giou_0 0.5354 loss_label_0 0.8143 class_error_0 19.8323 loss_overall 8.0330 [Metrics] {"brief": {"MR-full-R1@0.5": 60.9, "MR-full-R1@0.7": 46.26, "MR-full-mAP": 39.92, "MR-full-mAP@0.5": 60.93, "MR-full-mAP@0.75": 40.45, "MR-long-mAP": 45.1, "MR-middle-mAP": 42.73, "MR-short-mAP": 8.21, "HL-min-Fair-mAP": 74.86, "HL-min-Fair-Hit1": 75.61, "HL-min-Good-mAP": 63.92, "HL-min-Good-Hit1": 73.68, "HL-min-VeryGood-mAP": 39.21, "HL-min-VeryGood-Hit1": 61.94}, "HL-min-Fair": {"HL-mAP": 74.86, "HL-Hit1": 75.61}, "HL-min-Good": {"HL-mAP": 63.92, "HL-Hit1": 73.68}, "HL-min-VeryGood": {"HL-mAP": 39.21, "HL-Hit1": 61.94}, "full": {"MR-mAP": {"0.5": 60.93, "0.55": 55.76, "0.6": 52.81, "0.65": 48.8, "0.7": 44.72, "0.75": 40.45, "0.8": 35.01, "0.85": 28.43, "0.9": 20.56, "0.95": 11.7, "average": 39.92}, "MR-R1": {"0.5": 60.9, "0.55": 57.03, "0.6": 53.87, "0.65": 50.13, "0.7": 46.26, "0.75": 42.19, "0.8": 36.39, "0.85": 29.74, "0.9": 21.61, "0.95": 12.52}}, "long": {"MR-mAP": {"0.5": 64.85, "0.55": 61.27, "0.6": 57.28, "0.65": 53.3, "0.7": 49.41, "0.75": 45.9, "0.8": 41.15, "0.85": 35.0, "0.9": 26.69, "0.95": 16.09, "average": 45.1}, "MR-R1": {"0.5": 58.89, "0.55": 56.45, "0.6": 52.61, "0.65": 49.3, "0.7": 46.17, "0.75": 43.21, "0.8": 38.5, "0.85": 33.1, "0.9": 25.26, "0.95": 15.51}}, "middle": {"MR-mAP": {"0.5": 65.42, "0.55": 60.44, "0.6": 57.48, "0.65": 53.43, "0.7": 49.19, "0.75": 43.65, "0.8": 36.91, "0.85": 29.78, "0.9": 20.16, "0.95": 10.86, "average": 42.73}, "MR-R1": {"0.5": 57.58, "0.55": 53.81, "0.6": 51.52, "0.65": 48.07, "0.7": 44.51, "0.75": 40.02, "0.8": 33.96, "0.85": 27.59, "0.9": 19.12, "0.95": 10.24}}, "short": {"MR-mAP": {"0.5": 18.61, "0.55": 13.82, "0.6": 12.72, "0.65": 10.8, "0.7": 7.8, "0.75": 7.08, "0.8": 5.14, "0.85": 2.05, "0.9": 2.05, "0.95": 2.05, "average": 8.21}, "MR-R1": {"0.5": 12.82, "0.55": 10.49, "0.6": 9.32, "0.65": 7.93, "0.7": 6.06, "0.75": 5.36, "0.8": 4.2, "0.85": 1.63, "0.9": 1.63, "0.95": 1.63}}}
2023_05_23_13_27_48 [Epoch] 164 [Loss] loss_span 0.5346 loss_giou 0.4970 loss_label 0.9004 class_error 23.7392 loss_saliency 4.2571 loss_span_0 0.5551 loss_giou_0 0.5334 loss_label_0 0.8889 class_error_0 22.8088 loss_overall 8.1666 [Metrics] {"brief": {"MR-full-R1@0.5": 62.13, "MR-full-R1@0.7": 44.97, "MR-full-mAP": 40.71, "MR-full-mAP@0.5": 62.3, "MR-full-mAP@0.75": 40.58, "MR-long-mAP": 46.64, "MR-middle-mAP": 42.92, "MR-short-mAP": 8.34, "HL-min-Fair-mAP": 74.44, "HL-min-Fair-Hit1": 74.9, "HL-min-Good-mAP": 63.54, "HL-min-Good-Hit1": 73.1, "HL-min-VeryGood-mAP": 38.88, "HL-min-VeryGood-Hit1": 61.42}, "HL-min-Fair": {"HL-mAP": 74.44, "HL-Hit1": 74.9}, "HL-min-Good": {"HL-mAP": 63.54, "HL-Hit1": 73.1}, "HL-min-VeryGood": {"HL-mAP": 38.88, "HL-Hit1": 61.42}, "full": {"MR-mAP": {"0.5": 62.3, "0.55": 56.78, "0.6": 54.11, "0.65": 49.48, "0.7": 44.54, "0.75": 40.58, "0.8": 35.7, "0.85": 29.18, "0.9": 22.1, "0.95": 12.37, "average": 40.71}, "MR-R1": {"0.5": 62.13, "0.55": 56.97, "0.6": 54.45, "0.65": 50.06, "0.7": 44.97, "0.75": 40.97, "0.8": 36.13, "0.85": 29.94, "0.9": 22.84, "0.95": 12.84}}, "long": {"MR-mAP": {"0.5": 67.4, "0.55": 63.41, "0.6": 59.8, "0.65": 55.91, "0.7": 50.51, "0.75": 46.26, "0.8": 41.14, "0.85": 35.3, "0.9": 28.46, "0.95": 18.19, "average": 46.64}, "MR-R1": {"0.5": 60.98, "0.55": 57.14, "0.6": 54.18, "0.65": 50.35, "0.7": 45.64, "0.75": 41.64, "0.8": 36.93, "0.85": 32.58, "0.9": 26.66, "0.95": 17.25}}, "middle": {"MR-mAP": {"0.5": 65.93, "0.55": 60.2, "0.6": 57.86, "0.65": 52.76, "0.7": 48.12, "0.75": 43.38, "0.8": 38.21, "0.85": 30.58, "0.9": 21.69, "0.95": 10.43, "average": 42.92}, "MR-R1": {"0.5": 58.31, "0.55": 53.4, "0.6": 51.72, "0.65": 47.65, "0.7": 43.36, "0.75": 39.5, "0.8": 34.9, "0.85": 28.32, "0.9": 20.38, "0.95": 9.82}}, "short": {"MR-mAP": {"0.5": 18.52, "0.55": 14.22, "0.6": 12.9, "0.65": 10.66, "0.7": 7.44, "0.75": 6.99, "0.8": 5.16, "0.85": 2.48, "0.9": 2.48, "0.95": 2.48, "average": 8.34}, "MR-R1": {"0.5": 12.82, "0.55": 10.26, "0.6": 8.86, "0.65": 7.23, "0.7": 4.66, "0.75": 4.2, "0.8": 3.26, "0.85": 1.4, "0.9": 1.4, "0.95": 1.4}}}
2023_05_23_13_31_23 [Epoch] 169 [Loss] loss_span 0.5429 loss_giou 0.5264 loss_label 0.7678 class_error 19.0383 loss_saliency 4.1367 loss_span_0 0.5243 loss_giou_0 0.5497 loss_label_0 0.7983 class_error_0 19.6561 loss_overall 7.8461 [Metrics] {"brief": {"MR-full-R1@0.5": 61.23, "MR-full-R1@0.7": 46.39, "MR-full-mAP": 39.39, "MR-full-mAP@0.5": 59.98, "MR-full-mAP@0.75": 39.88, "MR-long-mAP": 43.67, "MR-middle-mAP": 41.81, "MR-short-mAP": 9.72, "HL-min-Fair-mAP": 75.17, "HL-min-Fair-Hit1": 76.13, "HL-min-Good-mAP": 64.15, "HL-min-Good-Hit1": 74.26, "HL-min-VeryGood-mAP": 39.62, "HL-min-VeryGood-Hit1": 63.48}, "HL-min-Fair": {"HL-mAP": 75.17, "HL-Hit1": 76.13}, "HL-min-Good": {"HL-mAP": 64.15, "HL-Hit1": 74.26}, "HL-min-VeryGood": {"HL-mAP": 39.62, "HL-Hit1": 63.48}, "full": {"MR-mAP": {"0.5": 59.98, "0.55": 55.14, "0.6": 52.06, "0.65": 47.83, "0.7": 44.09, "0.75": 39.88, "0.8": 34.7, "0.85": 28.49, "0.9": 20.88, "0.95": 10.86, "average": 39.39}, "MR-R1": {"0.5": 61.23, "0.55": 57.16, "0.6": 53.61, "0.65": 49.74, "0.7": 46.39, "0.75": 42.19, "0.8": 36.9, "0.85": 30.26, "0.9": 22.26, "0.95": 11.61}}, "long": {"MR-mAP": {"0.5": 63.17, "0.55": 59.53, "0.6": 55.78, "0.65": 50.72, "0.7": 47.7, "0.75": 43.9, "0.8": 39.18, "0.85": 34.73, "0.9": 28.08, "0.95": 13.9, "average": 43.67}, "MR-R1": {"0.5": 57.67, "0.55": 54.7, "0.6": 51.22, "0.65": 46.69, "0.7": 44.43, "0.75": 40.94, "0.8": 36.76, "0.85": 32.75, "0.9": 26.48, "0.95": 13.24}}, "middle": {"MR-mAP": {"0.5": 64.23, "0.55": 59.24, "0.6": 55.7, "0.65": 51.84, "0.7": 48.2, "0.75": 43.01, "0.8": 37.0, "0.85": 29.47, "0.9": 19.56, "0.95": 9.81, "average": 41.81}, "MR-R1": {"0.5": 57.68, "0.55": 53.92, "0.6": 50.89, "0.65": 48.07, "0.7": 45.25, "0.75": 40.65, "0.8": 35.21, "0.85": 28.11, "0.9": 18.91, "0.95": 9.61}}, "short": {"MR-mAP": {"0.5": 19.93, "0.55": 15.54, "0.6": 14.76, "0.65": 12.92, "0.7": 8.54, "0.75": 8.39, "0.8": 6.7, "0.85": 3.46, "0.9": 3.46, "0.95": 3.46, "average": 9.72}, "MR-R1": {"0.5": 15.38, "0.55": 13.05, "0.6": 11.66, "0.65": 10.02, "0.7": 7.23, "0.75": 6.99, "0.8": 5.59, "0.85": 2.8, "0.9": 2.8, "0.95": 2.8}}}
2023_05_23_13_34_55 [Epoch] 174 [Loss] loss_span 0.5453 loss_giou 0.5144 loss_label 0.9272 class_error 23.2152 loss_saliency 4.2846 loss_span_0 0.5369 loss_giou_0 0.5448 loss_label_0 0.9424 class_error_0 24.1668 loss_overall 8.2956 [Metrics] {"brief": {"MR-full-R1@0.5": 62.58, "MR-full-R1@0.7": 47.1, "MR-full-mAP": 40.7, "MR-full-mAP@0.5": 61.18, "MR-full-mAP@0.75": 40.85, "MR-long-mAP": 46.94, "MR-middle-mAP": 42.33, "MR-short-mAP": 9.23, "HL-min-Fair-mAP": 74.93, "HL-min-Fair-Hit1": 75.74, "HL-min-Good-mAP": 63.86, "HL-min-Good-Hit1": 73.48, "HL-min-VeryGood-mAP": 39.48, "HL-min-VeryGood-Hit1": 62.19}, "HL-min-Fair": {"HL-mAP": 74.93, "HL-Hit1": 75.74}, "HL-min-Good": {"HL-mAP": 63.86, "HL-Hit1": 73.48}, "HL-min-VeryGood": {"HL-mAP": 39.48, "HL-Hit1": 62.19}, "full": {"MR-mAP": {"0.5": 61.18, "0.55": 55.68, "0.6": 53.27, "0.65": 49.15, "0.7": 45.22, "0.75": 40.85, "0.8": 35.64, "0.85": 29.94, "0.9": 22.65, "0.95": 13.46, "average": 40.7}, "MR-R1": {"0.5": 62.58, "0.55": 57.48, "0.6": 54.77, "0.65": 50.65, "0.7": 47.1, "0.75": 42.71, "0.8": 37.29, "0.85": 31.29, "0.9": 23.55, "0.95": 13.74}}, "long": {"MR-mAP": {"0.5": 66.91, "0.55": 62.62, "0.6": 59.46, "0.65": 55.26, "0.7": 51.19, "0.75": 47.08, "0.8": 41.99, "0.85": 36.75, "0.9": 29.57, "0.95": 18.57, "average": 46.94}, "MR-R1": {"0.5": 62.37, "0.55": 58.36, "0.6": 54.88, "0.65": 50.87, "0.7": 47.39, "0.75": 43.73, "0.8": 38.85, "0.85": 33.97, "0.9": 27.7, "0.95": 17.25}}, "middle": {"MR-mAP": {"0.5": 64.73, "0.55": 59.27, "0.6": 56.57, "0.65": 51.96, "0.7": 48.45, "0.75": 42.9, "0.8": 37.16, "0.85": 30.5, "0.9": 20.68, "0.95": 11.03, "average": 42.33}, "MR-R1": {"0.5": 58.52, "0.55": 53.81, "0.6": 52.04, "0.65": 48.17, "0.7": 45.14, "0.75": 40.33, "0.8": 35.11, "0.85": 29.05, "0.9": 20.27, "0.95": 10.66}}, "short": {"MR-mAP": {"0.5": 18.3, "0.55": 13.43, "0.6": 12.89, "0.65": 11.12, "0.7": 8.36, "0.75": 8.15, "0.8": 6.67, "0.85": 4.46, "0.9": 4.46, "0.95": 4.46, "average": 9.23}, "MR-R1": {"0.5": 12.12, "0.55": 9.56, "0.6": 8.39, "0.65": 7.46, "0.7": 6.06, "0.75": 5.83, "0.8": 4.43, "0.85": 2.8, "0.9": 2.8, "0.95": 2.8}}}
2023_05_23_13_38_28 [Epoch] 179 [Loss] loss_span 0.5622 loss_giou 0.5219 loss_label 0.8958 class_error 23.2945 loss_saliency 4.1756 loss_span_0 0.5448 loss_giou_0 0.5476 loss_label_0 0.8708 class_error_0 22.9994 loss_overall 8.1188 [Metrics] {"brief": {"MR-full-R1@0.5": 63.03, "MR-full-R1@0.7": 48.13, "MR-full-mAP": 40.77, "MR-full-mAP@0.5": 61.93, "MR-full-mAP@0.75": 41.3, "MR-long-mAP": 46.51, "MR-middle-mAP": 43.18, "MR-short-mAP": 8.84, "HL-min-Fair-mAP": 74.78, "HL-min-Fair-Hit1": 75.1, "HL-min-Good-mAP": 63.9, "HL-min-Good-Hit1": 72.9, "HL-min-VeryGood-mAP": 39.27, "HL-min-VeryGood-Hit1": 61.35}, "HL-min-Fair": {"HL-mAP": 74.78, "HL-Hit1": 75.1}, "HL-min-Good": {"HL-mAP": 63.9, "HL-Hit1": 72.9}, "HL-min-VeryGood": {"HL-mAP": 39.27, "HL-Hit1": 61.35}, "full": {"MR-mAP": {"0.5": 61.93, "0.55": 56.69, "0.6": 53.26, "0.65": 49.19, "0.7": 45.73, "0.75": 41.3, "0.8": 35.95, "0.85": 29.45, "0.9": 21.35, "0.95": 12.8, "average": 40.77}, "MR-R1": {"0.5": 63.03, "0.55": 58.58, "0.6": 54.9, "0.65": 51.03, "0.7": 48.13, "0.75": 43.42, "0.8": 38.0, "0.85": 31.35, "0.9": 22.97, "0.95": 13.61}}, "long": {"MR-mAP": {"0.5": 66.52, "0.55": 62.14, "0.6": 58.52, "0.65": 54.63, "0.7": 51.51, "0.75": 47.1, "0.8": 41.76, "0.85": 36.22, "0.9": 27.95, "0.95": 18.73, "average": 46.51}, "MR-R1": {"0.5": 61.32, "0.55": 57.14, "0.6": 53.66, "0.65": 50.17, "0.7": 47.91, "0.75": 43.55, "0.8": 38.68, "0.85": 33.97, "0.9": 25.96, "0.95": 17.42}}, "middle": {"MR-mAP": {"0.5": 66.43, "0.55": 61.42, "0.6": 57.35, "0.65": 52.92, "0.7": 49.77, "0.75": 44.34, "0.8": 38.3, "0.85": 30.25, "0.9": 20.56, "0.95": 10.49, "average": 43.18}, "MR-R1": {"0.5": 59.67, "0.55": 55.59, "0.6": 52.46, "0.65": 48.9, "0.7": 46.5, "0.75": 41.8, "0.8": 36.26, "0.85": 28.94, "0.9": 20.17, "0.95": 10.14}}, "short": {"MR-mAP": {"0.5": 18.71, "0.55": 14.28, "0.6": 13.44, "0.65": 11.48, "0.7": 7.88, "0.75": 7.2, "0.8": 5.55, "0.85": 3.29, "0.9": 3.29, "0.95": 3.29, "average": 8.84}, "MR-R1": {"0.5": 12.59, "0.55": 11.19, "0.6": 9.56, "0.65": 8.16, "0.7": 6.06, "0.75": 5.36, "0.8": 4.66, "0.85": 3.26, "0.9": 3.26, "0.95": 3.26}}}
2023_05_23_13_42_05 [Epoch] 184 [Loss] loss_span 0.5413 loss_giou 0.5209 loss_label 0.7719 class_error 19.5066 loss_saliency 4.1766 loss_span_0 0.5389 loss_giou_0 0.5423 loss_label_0 0.7747 class_error_0 18.8922 loss_overall 7.8665 [Metrics] {"brief": {"MR-full-R1@0.5": 60.65, "MR-full-R1@0.7": 45.68, "MR-full-mAP": 39.94, "MR-full-mAP@0.5": 60.42, "MR-full-mAP@0.75": 40.66, "MR-long-mAP": 44.2, "MR-middle-mAP": 42.45, "MR-short-mAP": 9.58, "HL-min-Fair-mAP": 74.37, "HL-min-Fair-Hit1": 74.97, "HL-min-Good-mAP": 63.45, "HL-min-Good-Hit1": 72.9, "HL-min-VeryGood-mAP": 39.09, "HL-min-VeryGood-Hit1": 61.94}, "HL-min-Fair": {"HL-mAP": 74.37, "HL-Hit1": 74.97}, "HL-min-Good": {"HL-mAP": 63.45, "HL-Hit1": 72.9}, "HL-min-VeryGood": {"HL-mAP": 39.09, "HL-Hit1": 61.94}, "full": {"MR-mAP": {"0.5": 60.42, "0.55": 55.29, "0.6": 52.04, "0.65": 47.27, "0.7": 44.15, "0.75": 40.66, "0.8": 35.47, "0.85": 29.05, "0.9": 21.99, "0.95": 13.08, "average": 39.94}, "MR-R1": {"0.5": 60.65, "0.55": 56.19, "0.6": 52.84, "0.65": 48.32, "0.7": 45.68, "0.75": 42.13, "0.8": 37.1, "0.85": 30.71, "0.9": 23.16, "0.95": 13.74}}, "long": {"MR-mAP": {"0.5": 63.19, "0.55": 60.14, "0.6": 56.1, "0.65": 51.03, "0.7": 47.65, "0.75": 44.56, "0.8": 39.7, "0.85": 34.28, "0.9": 27.98, "0.95": 17.34, "average": 44.2}, "MR-R1": {"0.5": 57.14, "0.55": 54.53, "0.6": 50.7, "0.65": 46.17, "0.7": 43.21, "0.75": 40.42, "0.8": 36.06, "0.85": 31.71, "0.9": 25.96, "0.95": 16.2}}, "middle": {"MR-mAP": {"0.5": 64.98, "0.55": 59.36, "0.6": 55.82, "0.65": 51.0, "0.7": 48.27, "0.75": 43.57, "0.8": 37.77, "0.85": 30.69, "0.9": 21.27, "0.95": 11.82, "average": 42.45}, "MR-R1": {"0.5": 58.1, "0.55": 53.5, "0.6": 50.78, "0.65": 46.81, "0.7": 44.72, "0.75": 40.86, "0.8": 35.74, "0.85": 29.47, "0.9": 20.69, "0.95": 11.29}}, "short": {"MR-mAP": {"0.5": 19.34, "0.55": 14.69, "0.6": 14.06, "0.65": 12.07, "0.7": 9.14, "0.75": 8.86, "0.8": 6.77, "0.85": 3.61, "0.9": 3.61, "0.95": 3.61, "average": 9.58}, "MR-R1": {"0.5": 13.05, "0.55": 10.72, "0.6": 9.79, "0.65": 8.39, "0.7": 7.46, "0.75": 6.99, "0.8": 6.06, "0.85": 2.8, "0.9": 2.8, "0.95": 2.8}}}
2023_05_23_13_45_42 [Epoch] 189 [Loss] loss_span 0.5462 loss_giou 0.5165 loss_label 0.9423 class_error 23.3265 loss_saliency 4.2280 loss_span_0 0.5464 loss_giou_0 0.5407 loss_label_0 0.9550 class_error_0 24.1107 loss_overall 8.2751 [Metrics] {"brief": {"MR-full-R1@0.5": 61.68, "MR-full-R1@0.7": 45.48, "MR-full-mAP": 40.09, "MR-full-mAP@0.5": 61.01, "MR-full-mAP@0.75": 40.82, "MR-long-mAP": 47.02, "MR-middle-mAP": 41.99, "MR-short-mAP": 8.07, "HL-min-Fair-mAP": 74.77, "HL-min-Fair-Hit1": 75.48, "HL-min-Good-mAP": 63.84, "HL-min-Good-Hit1": 73.35, "HL-min-VeryGood-mAP": 39.13, "HL-min-VeryGood-Hit1": 61.74}, "HL-min-Fair": {"HL-mAP": 74.77, "HL-Hit1": 75.48}, "HL-min-Good": {"HL-mAP": 63.84, "HL-Hit1": 73.35}, "HL-min-VeryGood": {"HL-mAP": 39.13, "HL-Hit1": 61.74}, "full": {"MR-mAP": {"0.5": 61.01, "0.55": 55.82, "0.6": 52.89, "0.65": 48.8, "0.7": 44.9, "0.75": 40.82, "0.8": 35.57, "0.85": 28.89, "0.9": 20.79, "0.95": 11.46, "average": 40.09}, "MR-R1": {"0.5": 61.68, "0.55": 56.52, "0.6": 53.61, "0.65": 49.03, "0.7": 45.48, "0.75": 41.68, "0.8": 36.71, "0.85": 29.81, "0.9": 21.61, "0.95": 11.42}}, "long": {"MR-mAP": {"0.5": 67.02, "0.55": 63.21, "0.6": 60.35, "0.65": 55.62, "0.7": 51.19, "0.75": 47.06, "0.8": 42.98, "0.85": 37.62, "0.9": 28.42, "0.95": 16.72, "average": 47.02}, "MR-R1": {"0.5": 61.15, "0.55": 56.62, "0.6": 54.01, "0.65": 49.48, "0.7": 45.64, "0.75": 42.33, "0.8": 38.85, "0.85": 34.15, "0.9": 25.78, "0.95": 15.16}}, "middle": {"MR-mAP": {"0.5": 65.13, "0.55": 60.1, "0.6": 56.56, "0.65": 52.12, "0.7": 48.47, "0.75": 43.49, "0.8": 36.86, "0.85": 28.46, "0.9": 19.47, "0.95": 9.23, "average": 41.99}, "MR-R1": {"0.5": 58.2, "0.55": 54.13, "0.6": 51.72, "0.65": 47.54, "0.7": 44.31, "0.75": 40.33, "0.8": 34.59, "0.85": 26.96, "0.9": 18.7, "0.95": 8.57}}, "short": {"MR-mAP": {"0.5": 17.62, "0.55": 12.64, "0.6": 11.49, "0.65": 9.43, "0.7": 7.19, "0.75": 6.77, "0.8": 5.55, "0.85": 3.33, "0.9": 3.33, "0.95": 3.33, "average": 8.07}, "MR-R1": {"0.5": 11.19, "0.55": 7.69, "0.6": 6.06, "0.65": 4.9, "0.7": 4.43, "0.75": 3.96, "0.8": 3.5, "0.85": 1.86, "0.9": 1.86, "0.95": 1.86}}}
2023_05_23_13_49_17 [Epoch] 194 [Loss] loss_span 0.5438 loss_giou 0.5170 loss_label 1.0472 class_error 24.1817 loss_saliency 4.3059 loss_span_0 0.5407 loss_giou_0 0.5409 loss_label_0 0.9891 class_error_0 23.4279 loss_overall 8.4847 [Metrics] {"brief": {"MR-full-R1@0.5": 62.0, "MR-full-R1@0.7": 45.87, "MR-full-mAP": 40.66, "MR-full-mAP@0.5": 61.78, "MR-full-mAP@0.75": 41.47, "MR-long-mAP": 45.03, "MR-middle-mAP": 43.4, "MR-short-mAP": 9.73, "HL-min-Fair-mAP": 75.25, "HL-min-Fair-Hit1": 75.68, "HL-min-Good-mAP": 64.22, "HL-min-Good-Hit1": 73.61, "HL-min-VeryGood-mAP": 39.47, "HL-min-VeryGood-Hit1": 61.94}, "HL-min-Fair": {"HL-mAP": 75.25, "HL-Hit1": 75.68}, "HL-min-Good": {"HL-mAP": 64.22, "HL-Hit1": 73.61}, "HL-min-VeryGood": {"HL-mAP": 39.47, "HL-Hit1": 61.94}, "full": {"MR-mAP": {"0.5": 61.78, "0.55": 56.72, "0.6": 53.56, "0.65": 49.06, "0.7": 45.16, "0.75": 41.47, "0.8": 35.88, "0.85": 29.62, "0.9": 21.24, "0.95": 12.14, "average": 40.66}, "MR-R1": {"0.5": 62.0, "0.55": 57.35, "0.6": 54.0, "0.65": 49.61, "0.7": 45.87, "0.75": 42.19, "0.8": 36.84, "0.85": 30.39, "0.9": 21.94, "0.95": 12.71}}, "long": {"MR-mAP": {"0.5": 64.34, "0.55": 60.32, "0.6": 56.57, "0.65": 53.19, "0.7": 49.21, "0.75": 45.67, "0.8": 40.88, "0.85": 35.92, "0.9": 27.22, "0.95": 16.95, "average": 45.03}, "MR-R1": {"0.5": 58.36, "0.55": 54.88, "0.6": 51.74, "0.65": 48.43, "0.7": 44.95, "0.75": 41.64, "0.8": 37.63, "0.85": 33.1, "0.9": 25.44, "0.95": 16.2}}, "middle": {"MR-mAP": {"0.5": 67.31, "0.55": 62.32, "0.6": 58.63, "0.65": 53.24, "0.7": 49.69, "0.75": 44.68, "0.8": 37.99, "0.85": 30.17, "0.9": 19.97, "0.95": 9.96, "average": 43.4}, "MR-R1": {"0.5": 60.29, "0.55": 55.8, "0.6": 52.77, "0.65": 48.17, "0.7": 45.04, "0.75": 41.17, "0.8": 35.21, "0.85": 28.0, "0.9": 18.91, "0.95": 9.51}}, "short": {"MR-mAP": {"0.5": 19.6, "0.55": 15.42, "0.6": 14.66, "0.65": 11.76, "0.7": 8.64, "0.75": 8.08, "0.8": 6.39, "0.85": 4.24, "0.9": 4.24, "0.95": 4.24, "average": 9.73}, "MR-R1": {"0.5": 11.42, "0.55": 9.32, "0.6": 8.16, "0.65": 6.99, "0.7": 5.13, "0.75": 4.9, "0.8": 4.2, "0.85": 3.03, "0.9": 3.03, "0.95": 3.03}}}
2023_05_23_13_52_49 [Epoch] 199 [Loss] loss_span 0.5257 loss_giou 0.5068 loss_label 0.9799 class_error 23.8550 loss_saliency 4.3007 loss_span_0 0.5354 loss_giou_0 0.5453 loss_label_0 0.9312 class_error_0 23.4195 loss_overall 8.3250 [Metrics] {"brief": {"MR-full-R1@0.5": 61.35, "MR-full-R1@0.7": 44.65, "MR-full-mAP": 39.56, "MR-full-mAP@0.5": 60.68, "MR-full-mAP@0.75": 39.82, "MR-long-mAP": 46.02, "MR-middle-mAP": 41.06, "MR-short-mAP": 9.84, "HL-min-Fair-mAP": 74.53, "HL-min-Fair-Hit1": 74.9, "HL-min-Good-mAP": 63.66, "HL-min-Good-Hit1": 72.9, "HL-min-VeryGood-mAP": 38.93, "HL-min-VeryGood-Hit1": 61.23}, "HL-min-Fair": {"HL-mAP": 74.53, "HL-Hit1": 74.9}, "HL-min-Good": {"HL-mAP": 63.66, "HL-Hit1": 72.9}, "HL-min-VeryGood": {"HL-mAP": 38.93, "HL-Hit1": 61.23}, "full": {"MR-mAP": {"0.5": 60.68, "0.55": 55.57, "0.6": 52.54, "0.65": 48.08, "0.7": 43.47, "0.75": 39.82, "0.8": 34.73, "0.85": 28.7, "0.9": 20.31, "0.95": 11.66, "average": 39.56}, "MR-R1": {"0.5": 61.35, "0.55": 57.16, "0.6": 53.87, "0.65": 49.42, "0.7": 44.65, "0.75": 41.29, "0.8": 36.13, "0.85": 29.74, "0.9": 21.1, "0.95": 12.0}}, "long": {"MR-mAP": {"0.5": 66.14, "0.55": 62.26, "0.6": 58.76, "0.65": 54.57, "0.7": 49.62, "0.75": 45.36, "0.8": 41.68, "0.85": 36.5, "0.9": 28.1, "0.95": 17.15, "average": 46.02}, "MR-R1": {"0.5": 61.32, "0.55": 57.67, "0.6": 53.83, "0.65": 49.83, "0.7": 45.47, "0.75": 41.81, "0.8": 38.5, "0.85": 34.15, "0.9": 26.31, "0.95": 16.2}}, "middle": {"MR-mAP": {"0.5": 63.96, "0.55": 59.03, "0.6": 55.82, "0.65": 50.74, "0.7": 46.22, "0.75": 42.25, "0.8": 35.9, "0.85": 28.98, "0.9": 18.41, "0.95": 9.28, "average": 41.06}, "MR-R1": {"0.5": 56.43, "0.55": 52.35, "0.6": 49.84, "0.65": 45.66, "0.7": 41.59, "0.75": 38.35, "0.8": 32.81, "0.85": 26.54, "0.9": 17.24, "0.95": 8.57}}, "short": {"MR-mAP": {"0.5": 20.08, "0.55": 15.55, "0.6": 14.51, "0.65": 12.33, "0.7": 9.1, "0.75": 8.83, "0.8": 6.76, "0.85": 3.74, "0.9": 3.74, "0.95": 3.74, "average": 9.84}, "MR-R1": {"0.5": 13.75, "0.55": 12.59, "0.6": 11.42, "0.65": 10.02, "0.7": 7.69, "0.75": 7.69, "0.8": 5.83, "0.85": 2.56, "0.9": 2.56, "0.95": 2.56}}}