2020cvpr目标检测测试

 

https://github.com/wuyuebupt/doubleheadsrcnn

Backbone	AP	AP_0.5	AP_0.7	AP_s	AP_m	AP_l	Link
ResNet-50-FPN	40.3	60.3	44.2	22.4	43.3	54.3	model
ResNet-101-FPN	41.9	62.4	45.9	23.9	45.2	55.8	model

Results on COCO 2017 test-dev:

Backbone	AP	AP_0.5	AP_0.7	AP_s	AP_m	AP_l	Link
ResNet-101-FPN	42.3	62.8	46.3	23.9	44.9	54.3	bbox

 

https://github.com/KevinKecc/MAL

 

https://github.com/Gus-Guo/AugFPN

Backbone	detector	mAP(mask)	mAP(det)
ResNet-50 FPN	Faster R-CNN	-	36.5
ResNet-50 AugFPN	Faster R-CNN	-	38.8
ResNet-50 FPN	Mask R-CNN	34.4	37.5
ResNet-50 AugFPN	Mask R-CNN	36.3	39.5
ResNet-50 FPN	RetinaNet	-	35.9
ResNet-50 AugFPN	RetinaNet	-	37.5
ResNet-50 FPN	FCOS	-	37.0
ResNet-50 AugFPN	FCOS	-	37.9