cascade.x101.fpn.coco.1x.nn_syncbn.tf-v2

cascade.x101.fpn.coco.1x.nn_syncbn.tf-v2

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.469
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.650
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.507
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.503
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.615
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.360
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.560
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.585
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.380
 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 ] = 0.732

AP	AP50	AP75	APs	APm	APl
46.851	64.993	50.719	28.262	50.264	61.497

Per-category bbox AP:

category	AP	category	AP	category	AP
person	59.692	bicycle	35.269	car	49.104
motorcycle	48.671	airplane	70.724	bus	69.041
train	69.282	truck	39.812	boat	31.077
traffic light	30.063	fire hydrant	74.311	stop sign	67.717
parking meter	52.078	bench	28.282	bird	43.383
cat	74.910	dog	68.356	horse	64.662
sheep	59.844	cow	63.648	elephant	69.316
bear	73.538	zebra	70.796	giraffe	73.238
backpack	18.188	umbrella	43.737	handbag	19.863
tie	40.901	suitcase	47.287	frisbee	71.921
skis	28.111	snowboard	42.818	sports ball	51.822
kite	49.059	baseball bat	36.064	baseball glove	42.226
skateboard	59.970	surfboard	43.862	tennis racket	54.181
bottle	43.873	wine glass	41.119	cup	48.340
fork	44.349	knife	26.866	spoon	25.098
bowl	45.441	banana	26.790	apple	25.421
sandwich	39.058	orange	32.063	broccoli	25.022
carrot	26.717	hot dog	38.864	pizza	58.956
donut	55.546	cake	40.602	chair	32.762
couch	46.084	potted plant	30.881	bed	48.359
dining table	31.659	toilet	66.258	tv	59.917
laptop	65.656	mouse	64.077	remote	40.372
keyboard	56.249	cell phone	42.901	microwave	59.763
oven	36.734	toaster	40.880	sink	41.129
refrigerator	65.921	book	19.563	clock	54.324
vase	40.313	scissors	33.024	teddy bear	50.663
hair drier	6.218	toothbrush	33.408

Evaluation results for segm:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.403
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.623
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.437
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.430
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.577
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.320
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.488
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.542
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.656

AP	AP50	AP75	APs	APm	APl
40.321	62.320	43.688	21.035	43.026	57.671

Per-category segm AP:

category	AP	category	AP	category	AP
person	49.442	bicycle	20.180	car	43.761
motorcycle	37.017	airplane	52.469	bus	66.049
train	64.368	truck	38.066	boat	26.337
traffic light	28.739	fire hydrant	68.830	stop sign	65.786
parking meter	49.172	bench	19.625	bird	34.097
cat	68.851	dog	61.880	horse	45.049
sheep	50.852	cow	52.520	elephant	60.438
bear	70.937	zebra	58.110	giraffe	53.918
backpack	18.230	umbrella	46.293	handbag	17.837
tie	35.573	suitcase	47.389	frisbee	67.480
skis	4.649	snowboard	26.403	sports ball	49.845
kite	34.733	baseball bat	25.214	baseball glove	42.689
skateboard	35.498	surfboard	35.355	tennis racket	56.893
bottle	40.838	wine glass	35.536	cup	46.388
fork	21.071	knife	17.773	spoon	15.064
bowl	40.284	banana	20.529	apple	23.630
sandwich	39.255	orange	30.444	broccoli	23.135
carrot	22.137	hot dog	29.981	pizza	54.345
donut	53.158	cake	39.406	chair	22.094
couch	37.565	potted plant	24.769	bed	36.521
dining table	17.288	toilet	60.839	tv	60.581
laptop	62.084	mouse	62.438	remote	34.998
keyboard	52.399	cell phone	38.408	microwave	60.530
oven	33.052	toaster	41.782	sink	36.986
refrigerator	63.604	book	13.836	clock	53.413
vase	38.875	scissors	21.403	teddy bear	46.753
hair drier	0.972	toothbrush	20.977