fcos.res50.fpn.coco.800size.3x_ms.wo_ctrness

fcos.res50.fpn.coco.800size.3x_ms.wo_ctrness

seed: 47789800

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.409
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.602
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.441
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.241
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.524
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.333
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 ] = 0.382
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731

AP	AP50	AP75	APs	APm	APl
40.944	60.167	44.113	24.072	45.182	52.421

Per-category bbox AP:

category	AP	category	AP	category	AP
person	54.384	bicycle	31.306	car	44.309
motorcycle	42.440	airplane	67.711	bus	66.455
train	64.182	truck	35.696	boat	26.276
traffic light	27.771	fire hydrant	67.507	stop sign	65.803
parking meter	42.677	bench	22.744	bird	36.077
cat	65.877	dog	61.872	horse	55.550
sheep	53.451	cow	58.303	elephant	65.260
bear	72.269	zebra	69.098	giraffe	66.824
backpack	16.122	umbrella	38.972	handbag	15.176
tie	33.290	suitcase	39.192	frisbee	65.786
skis	21.490	snowboard	35.935	sports ball	47.188
kite	44.031	baseball bat	28.208	baseball glove	36.072
skateboard	52.649	surfboard	31.155	tennis racket	47.645
bottle	38.152	wine glass	37.058	cup	41.280
fork	33.254	knife	14.530	spoon	14.718
bowl	37.720	banana	23.842	apple	19.079
sandwich	33.285	orange	31.455	broccoli	23.420
carrot	19.758	hot dog	32.770	pizza	51.021
donut	45.210	cake	35.831	chair	27.455
couch	43.319	potted plant	27.762	bed	40.798
dining table	26.791	toilet	61.554	tv	55.279
laptop	57.426	mouse	62.401	remote	31.136
keyboard	47.982	cell phone	33.081	microwave	55.147
oven	33.120	toaster	36.481	sink	38.436
refrigerator	53.491	book	12.543	clock	48.801
vase	37.689	scissors	26.647	teddy bear	44.404
hair drier	6.932	toothbrush	17.679