decoupled_solo.res50.fpn.coco.800size.1x

decoupled_solo.res50.fpn.coco.800size.1x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.340
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.533
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.373
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.505
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.298
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.474
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.248
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728

AP	AP50	AP75	APs	APm	APl
33.965	53.323	35.687	15.102	37.278	50.491

Per-category bbox AP:

category	AP	category	AP	category	AP
person	44.312	bicycle	20.759	car	32.239
motorcycle	34.954	airplane	56.504	bus	60.605
train	63.043	truck	31.352	boat	22.209
traffic light	19.921	fire hydrant	59.669	stop sign	56.947
parking meter	39.624	bench	16.966	bird	24.875
cat	61.822	dog	55.364	horse	47.947
sheep	42.474	cow	45.945	elephant	57.663
bear	66.862	zebra	63.168	giraffe	60.661
backpack	8.609	umbrella	27.143	handbag	6.360
tie	24.247	suitcase	31.598	frisbee	56.569
skis	17.993	snowboard	28.386	sports ball	28.634
kite	24.142	baseball bat	16.308	baseball glove	25.232
skateboard	43.580	surfboard	25.667	tennis racket	29.834
bottle	26.398	wine glass	21.246	cup	31.890
fork	22.354	knife	10.981	spoon	8.502
bowl	32.996	banana	20.191	apple	16.618
sandwich	29.886	orange	27.563	broccoli	20.273
carrot	18.207	hot dog	27.480	pizza	43.825
donut	38.226	cake	26.554	chair	20.480
couch	38.308	potted plant	21.201	bed	41.337
dining table	25.305	toilet	55.547	tv	50.135
laptop	49.949	mouse	52.075	remote	19.402
keyboard	46.314	cell phone	26.870	microwave	51.361
oven	33.473	toaster	35.916	sink	32.334
refrigerator	51.138	book	8.037	clock	44.151
vase	29.721	scissors	24.272	teddy bear	41.382
hair drier	1.922	toothbrush	13.221

Evaluation results for segm:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.337
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.537
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.359
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.129
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.364
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.289
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.449
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.473
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.676

AP	AP50	AP75	APs	APm	APl
33.723	53.737	35.885	12.933	36.425	52.141

Per-category segm AP:

category	AP	category	AP	category	AP
person	41.615	bicycle	15.440	car	34.083
motorcycle	29.170	airplane	49.997	bus	61.299
train	61.389	truck	32.966	boat	19.757
traffic light	21.537	fire hydrant	59.601	stop sign	57.362
parking meter	40.601	bench	14.452	bird	26.694
cat	63.841	dog	56.093	horse	38.712
sheep	41.191	cow	44.179	elephant	56.967
bear	67.487	zebra	57.401	giraffe	52.499
backpack	10.533	umbrella	42.328	handbag	9.466
tie	26.638	suitcase	34.137	frisbee	58.216
skis	2.907	snowboard	19.008	sports ball	36.578
kite	25.418	baseball bat	22.423	baseball glove	30.648
skateboard	30.226	surfboard	24.417	tennis racket	48.840
bottle	27.398	wine glass	24.512	cup	34.496
fork	12.668	knife	9.286	spoon	7.063
bowl	33.613	banana	18.027	apple	17.329
sandwich	32.522	orange	29.539	broccoli	20.149
carrot	17.609	hot dog	23.516	pizza	44.746
donut	40.001	cake	28.878	chair	16.671
couch	34.424	potted plant	20.325	bed	32.608
dining table	15.937	toilet	58.713	tv	53.619
laptop	54.757	mouse	54.677	remote	22.557
keyboard	47.522	cell phone	29.386	microwave	53.517
oven	31.381	toaster	39.897	sink	32.195
refrigerator	51.828	book	4.747	clock	47.271
vase	31.003	scissors	20.239	teddy bear	43.632
hair drier	1.683	toothbrush	11.752