poto.res50.fpn.coco.800size.3x_ms.3dmf.aux

poto.res50.fpn.coco.800size.3x_ms.3dmf.aux

seed: 9905538

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.414
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.595
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.456
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.449
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 ] = 0.331
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.565
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 ] = 0.423
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.648
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759

AP	AP50	AP75	APs	APm	APl
41.443	59.520	45.650	26.075	44.914	52.025

Per-category bbox AP:

category	AP	category	AP	category	AP
person	56.121	bicycle	31.877	car	46.088
motorcycle	44.040	airplane	64.505	bus	67.009
train	64.725	truck	36.420	boat	26.455
traffic light	28.310	fire hydrant	66.097	stop sign	66.077
parking meter	41.362	bench	23.638	bird	36.667
cat	65.117	dog	60.452	horse	56.984
sheep	54.113	cow	59.500	elephant	66.082
bear	72.626	zebra	69.089	giraffe	68.849
backpack	16.112	umbrella	39.704	handbag	16.575
tie	32.851	suitcase	39.014	frisbee	66.197
skis	23.084	snowboard	32.775	sports ball	49.004
kite	43.987	baseball bat	25.279	baseball glove	37.227
skateboard	53.510	surfboard	33.053	tennis racket	47.605
bottle	38.319	wine glass	36.563	cup	43.496
fork	32.541	knife	19.178	spoon	15.184
bowl	41.310	banana	25.229	apple	19.220
sandwich	34.396	orange	30.466	broccoli	22.790
carrot	22.295	hot dog	33.964	pizza	50.737
donut	48.532	cake	36.915	chair	28.639
couch	42.555	potted plant	27.923	bed	41.984
dining table	28.917	toilet	61.171	tv	55.547
laptop	57.712	mouse	62.472	remote	31.074
keyboard	46.964	cell phone	35.703	microwave	56.487
oven	36.069	toaster	30.171	sink	35.591
refrigerator	52.934	book	14.796	clock	52.402
vase	40.550	scissors	23.294	teddy bear	45.177
hair drier	8.282	toothbrush	19.696