forked from zylo117/Yet-Another-EfficientDet-Pytorch
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coco_eval_result
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coco_eval_result
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efficientdet-d0
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.331
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.379
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.419
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.522
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.651
efficientdet-d1
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.577
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.312
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.287
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
efficientdet-d2
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.421
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.446
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.237
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.331
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.711
efficientdet-d3
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.489
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.614
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.350
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.398
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.636
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735
efficientdet-d4
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.679
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.367
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.615
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.444
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.667
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751
efficientdet-d5
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.695
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.376
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.477
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765
efficientdet-d6
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.700
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.650
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.371
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.598
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.483
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760
efficientdet-d7
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.719
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.567
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.616
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.656
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.513
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773
efficientdet-d7x
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.731
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.580
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.398
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.390
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.629
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.783