Multi-label recognition

Benchmarks

Dataset Name	SOTA Method	Metric
MS-COCO	SCPNet	mAP83.8	71	8d ago
Pascal VOC 2007	SARB	Avg OF189.8	66	3mo ago
VG-200	SARB	Avg OF147.9	66	3mo ago
Pascal VOC 2007 (test)	GKGNet	Avg. mAP96.8	44	6d ago
MS-COCO (val)	PLA	F1 Score (All)81.5	18	3mo ago
CUB (test)	SCINet	mAP26.16	16	3mo ago
NUS-WIDE	BCE-LS	mAP0.517	14	8d ago
PASCAL VOC 2012	PIAA	mAP92.2	13	8d ago
VG-200 (test)	DSRB	Avg. OF145.1	13	3mo ago
COCO 2014 (test)	FedMPT	mAP67.37	12	6d ago
MLRSNet	FedMPT	mAP58.76	10	6d ago
Multi-Scene	FedMPT	mAP53.68	10	6d ago
NUS-WIDE seen & unseen	RAM	F1 Score @ 323.5	10	3mo ago
CUB-200 Single Positive Label 2011	SCPNet	mAP25.7	10	3mo ago
NUS-WIDE Single Positive Label	SCPNet	mAP62	10	3mo ago
Pascal VOC Single Positive Label 2007	SCPNet	mAP91.2	10	3mo ago
MS-COCO Single Positive Label	SCPNet	mAP76.4	10	3mo ago
MS-COCO 2014 (val)	DualCoop	mAP@0.1078.7	10	3mo ago
VG-200 v1.4 (test)	HST	Avg. OF146.3	8	3mo ago
NUS-WIDE	CSL*	Performance at 10% Threshold61.7	8	3mo ago
MS-COCO (seen and unseen)	RAM	P@362.5	6	3mo ago
MS-COCO (unseen)	RAM	Precision@338.2	6	3mo ago
MS-COCO (test)	SARB	mAP77.9	6	3mo ago
MS-COCO 16 novel classes	ML-FSL	mAP63.6	5	3mo ago
MS-COCO	DualCoOp + TaI-DPT	IoU@10%81.5	4	3mo ago

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