poto.res50.fpn.coco.800size.6x_ms

poto.res50.fpn.coco.800size.6x_ms

seed: 36847828

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.400
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.573
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.438
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.256
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.506
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.334
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.568
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.619
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778

AP	AP50	AP75	APs	APm	APl
40.043	57.341	43.808	25.557	43.185	50.584

Per-category bbox AP:

category	AP	category	AP	category	AP
person	56.090	bicycle	29.735	car	45.618
motorcycle	43.291	airplane	62.310	bus	64.722
train	62.188	truck	33.790	boat	24.878
traffic light	27.185	fire hydrant	67.150	stop sign	63.966
parking meter	37.816	bench	21.362	bird	35.355
cat	64.725	dog	56.913	horse	56.220
sheep	52.330	cow	57.441	elephant	63.153
bear	69.075	zebra	68.448	giraffe	66.663
backpack	15.567	umbrella	37.764	handbag	14.582
tie	33.100	suitcase	37.147	frisbee	67.163
skis	23.415	snowboard	27.146	sports ball	49.088
kite	44.871	baseball bat	25.033	baseball glove	35.477
skateboard	51.668	surfboard	32.272	tennis racket	46.320
bottle	38.550	wine glass	36.127	cup	41.104
fork	31.559	knife	18.517	spoon	14.022
bowl	39.755	banana	23.037	apple	18.548
sandwich	33.698	orange	30.408	broccoli	22.510
carrot	20.917	hot dog	31.513	pizza	48.674
donut	43.536	cake	35.415	chair	27.109
couch	41.040	potted plant	23.775	bed	41.336
dining table	27.386	toilet	59.928	tv	54.313
laptop	53.567	mouse	62.256	remote	28.094
keyboard	47.250	cell phone	32.362	microwave	55.658
oven	33.503	toaster	33.645	sink	36.360
refrigerator	52.201	book	13.569	clock	51.146
vase	37.907	scissors	20.398	teddy bear	41.900
hair drier	8.710	toothbrush	21.119