pointrend.res50.fpn.coco.multiscale.1x

pointrend.res50.fpn.coco.multiscale.1x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.384
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.591
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.420
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.498
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.318
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.505
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.530
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.339
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667

AP	AP50	AP75	APs	APm	APl
38.389	59.093	41.982	22.438	41.579	49.848

Per-category bbox AP:

category	AP	category	AP	category	AP
person	53.659	bicycle	28.958	car	42.951
motorcycle	39.469	airplane	59.767	bus	62.232
train	58.041	truck	31.652	boat	26.171
traffic light	27.019	fire hydrant	66.369	stop sign	62.603
parking meter	46.385	bench	21.754	bird	35.167
cat	62.504	dog	57.641	horse	53.234
sheep	47.952	cow	52.071	elephant	58.470
bear	67.019	zebra	64.606	giraffe	64.318
backpack	13.696	umbrella	35.344	handbag	11.628
tie	30.786	suitcase	33.192	frisbee	60.511
skis	19.795	snowboard	32.499	sports ball	46.719
kite	40.466	baseball bat	24.203	baseball glove	33.456
skateboard	44.681	surfboard	35.043	tennis racket	43.413
bottle	38.526	wine glass	33.946	cup	39.267
fork	28.034	knife	15.859	spoon	12.625
bowl	41.594	banana	22.949	apple	18.706
sandwich	32.218	orange	28.354	broccoli	22.721
carrot	20.691	hot dog	25.885	pizza	50.169
donut	40.519	cake	33.393	chair	24.791
couch	36.772	potted plant	24.788	bed	37.107
dining table	25.053	toilet	54.735	tv	52.190
laptop	55.395	mouse	60.509	remote	26.056
keyboard	48.161	cell phone	33.062	microwave	50.259
oven	30.547	toaster	37.250	sink	32.427
refrigerator	51.783	book	13.965	clock	48.457
vase	36.217	scissors	24.865	teddy bear	43.867
hair drier	5.302	toothbrush	16.658

Evaluation results for segm:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.362
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.386
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.173
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.308
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.302
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.532
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.660

AP	AP50	AP75	APs	APm	APl
36.236	56.632	38.616	17.319	38.595	52.869

Per-category segm AP:

category	AP	category	AP	category	AP
person	47.754	bicycle	17.643	car	40.412
motorcycle	32.427	airplane	50.226	bus	63.716
train	60.307	truck	32.388	boat	22.870
traffic light	26.512	fire hydrant	64.840	stop sign	63.625
parking meter	48.243	bench	17.240	bird	29.486
cat	66.955	dog	57.118	horse	40.660
sheep	42.643	cow	46.251	elephant	56.319
bear	67.436	zebra	57.974	giraffe	53.530
backpack	14.966	umbrella	43.557	handbag	12.993
tie	31.080	suitcase	37.062	frisbee	60.350
skis	3.277	snowboard	23.533	sports ball	46.489
kite	30.256	baseball bat	22.547	baseball glove	37.711
skateboard	31.399	surfboard	30.683	tennis racket	53.293
bottle	37.495	wine glass	30.994	cup	40.058
fork	14.071	knife	10.168	spoon	9.365
bowl	39.559	banana	19.776	apple	18.915
sandwich	34.329	orange	28.827	broccoli	22.166
carrot	18.897	hot dog	19.813	pizza	49.496
donut	42.555	cake	35.128	chair	17.089
couch	32.357	potted plant	21.316	bed	29.910
dining table	13.514	toilet	57.944	tv	55.088
laptop	58.292	mouse	61.422	remote	26.752
keyboard	49.727	cell phone	32.720	microwave	53.465
oven	31.089	toaster	42.077	sink	32.144
refrigerator	54.004	book	9.596	clock	49.843
vase	35.966	scissors	21.042	teddy bear	43.754
hair drier	0.617	toothbrush	11.768