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

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

seed: 9476764

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 ] = 0.601
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.449
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 ] = 0.449
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.531
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.335
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.553
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.591
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.400
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735

AP	AP50	AP75	APs	APm	APl
41.393	60.086	44.923	25.561	44.897	53.084

Per-category bbox AP:

category	AP	category	AP	category	AP
person	55.999	bicycle	32.520	car	45.318
motorcycle	43.277	airplane	67.218	bus	66.594
train	63.735	truck	37.657	boat	24.362
traffic light	27.385	fire hydrant	67.430	stop sign	63.445
parking meter	43.762	bench	22.987	bird	36.695
cat	67.516	dog	62.411	horse	56.741
sheep	53.373	cow	58.669	elephant	64.608
bear	71.341	zebra	69.199	giraffe	68.521
backpack	16.543	umbrella	38.757	handbag	15.861
tie	32.415	suitcase	39.008	frisbee	68.187
skis	20.592	snowboard	32.193	sports ball	47.290
kite	42.626	baseball bat	28.741	baseball glove	36.490
skateboard	54.258	surfboard	33.234	tennis racket	49.328
bottle	39.079	wine glass	37.518	cup	42.291
fork	31.993	knife	18.649	spoon	15.694
bowl	41.004	banana	24.253	apple	19.303
sandwich	31.717	orange	31.743	broccoli	23.667
carrot	21.484	hot dog	31.344	pizza	52.775
donut	46.693	cake	37.320	chair	28.833
couch	44.514	potted plant	28.510	bed	38.643
dining table	26.747	toilet	59.289	tv	55.466
laptop	57.641	mouse	62.759	remote	31.570
keyboard	47.522	cell phone	35.813	microwave	52.229
oven	32.445	toaster	41.552	sink	36.470
refrigerator	53.942	book	13.845	clock	48.035
vase	36.108	scissors	26.815	teddy bear	47.294
hair drier	13.241	toothbrush	19.316