Multi-Label Classification

Benchmarks

Dataset Name	SOTA Method	Metric
PASCAL VOC 2007 (test)	Q2L-CvT	mAP97.3	125	3d ago
Pascal-VOC (test)		Hamming Score83.74	112	3d ago
NUS-WIDE (test)	PanCAN	mAP70.4	112	3d ago
ChestX-Ray14 (test)	NSGANetV1-A3	AUROC (%)84.7	88	2d ago
MS-COCO 2014 (test)	Q2L-CvT	mAP91.3	81	3d ago
VOC 07	ML-VPT	mAP97	61	3d ago
MS-COCO (val)	PanCAN	mAP92.2	47	3d ago
NUS-WIDE 925/81 (unseen)	RAM	mAP (Mean Average Precision)53.2	43	3d ago
NUS-WIDE	BiAM	mAP47.8	38	2d ago
UCMerced	NAR (w ELR)	mAP (macro)92.52	35	3d ago
VOC-MLT (test)	LMPT	Total mAP87.88	34	3d ago
COCO 2014 (test)	SCINet	mAP76.46	31	3d ago
sub-MNIST (test)	StoNet	Misclassification Rate4.56	25	3d ago
Open Images	BiAM	mAP84.5	24	2d ago
MS-COCO (test)	ADDS	mAP93.54	24	3d ago
Objects365 (test)	ML-VPT	mAP52.2	24	3d ago
Visual Genome VG256 (test)	ML-VPT	mAP50.9	24	3d ago
CheXpert	FLUX	ROC AUC79.4	21	3d ago
Wikipedia Hyperlink	NMM-GNN	Jaccard Index81.7	21	3d ago
Wikipedia Clickstream	NMM-GNN	Jaccard Index (JI)49.7	21	3d ago
NUS-WIDE	Q2L	mAP70.1	21	3d ago
3D Multi-label MRI dataset		PCC (Age)0.543	20	3d ago
UK Biobank (test)	RoVTL	AUC0.8491	18	3d ago
CUB-200 2011 (test)		mAP34	18	3d ago
MS COCO 48 seen / 17 unseen classes v1	SDL	Precision59	18	2d ago

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