poto.res50.fpn.coco.800size.3x_ms.3dmf

poto.res50.fpn.coco.800size.3x_ms.3dmf

seed: 47909290

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.406
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.580
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.447
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.442
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.508
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.330
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.565
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.616
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.432
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772

AP	AP50	AP75	APs	APm	APl
40.575	57.958	44.748	26.136	44.203	50.830

Per-category bbox AP:

category	AP	category	AP	category	AP
person	56.011	bicycle	30.611	car	45.575
motorcycle	44.060	airplane	64.475	bus	66.127
train	61.872	truck	34.914	boat	26.082
traffic light	27.353	fire hydrant	67.141	stop sign	62.605
parking meter	37.636	bench	21.800	bird	36.636
cat	63.188	dog	58.236	horse	56.319
sheep	52.617	cow	59.001	elephant	63.909
bear	71.724	zebra	69.096	giraffe	69.357
backpack	15.925	umbrella	38.355	handbag	15.242
tie	31.785	suitcase	38.321	frisbee	65.553
skis	22.458	snowboard	29.646	sports ball	49.683
kite	45.033	baseball bat	26.191	baseball glove	35.489
skateboard	51.098	surfboard	33.133	tennis racket	47.758
bottle	38.607	wine glass	35.685	cup	41.064
fork	31.083	knife	16.317	spoon	16.181
bowl	39.595	banana	23.849	apple	18.303
sandwich	35.337	orange	31.568	broccoli	21.855
carrot	22.811	hot dog	32.806	pizza	47.969
donut	46.088	cake	36.073	chair	27.704
couch	41.137	potted plant	29.213	bed	41.475
dining table	28.768	toilet	58.593	tv	56.197
laptop	55.163	mouse	62.155	remote	28.710
keyboard	47.542	cell phone	33.312	microwave	57.314
oven	36.153	toaster	30.023	sink	34.236
refrigerator	52.814	book	14.329	clock	50.840
vase	38.593	scissors	20.232	teddy bear	42.617
hair drier	9.686	toothbrush	22.022