| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PASCAL VOC 2007 (test) | Q2L-CvT | mAP97.3 | 125 | 1mo ago | |
| Pascal-VOC (test) | Hamming Score83.74 | 112 | 1mo ago | ||
| NUS-WIDE (test) | PanCAN | mAP70.4 | 112 | 1mo ago | |
| MM-IMDb-CMML (test) | DeLo | AP34.77 | 90 | 1mo ago | |
| ChestX-Ray14 (test) | NSGANetV1-A3 | AUROC (%)84.7 | 88 | 25d ago | |
| MS-COCO 2014 (test) | Q2L-CvT | mAP91.3 | 81 | 1mo ago | |
| VOC 07 | ML-VPT | mAP97 | 61 | 1mo ago | |
| MS-COCO (val) | PanCAN | mAP92.2 | 47 | 1mo ago | |
| NUS-WIDE 925/81 (unseen) | RAM | mAP (Mean Average Precision)53.2 | 43 | 1mo ago | |
| NUS-WIDE | BiAM | mAP47.8 | 38 | 1mo ago | |
| UCMerced | NAR (w ELR) | mAP (macro)92.52 | 35 | 1mo ago | |
| VOC-MLT (test) | LMPT | Total mAP87.88 | 34 | 1mo ago | |
| COCO 2014 (test) | SCINet | mAP76.46 | 31 | 1mo ago | |
| sub-MNIST (test) | StoNet | Misclassification Rate4.56 | 25 | 1mo ago | |
| ImageNet ML v2 | +Multi-label FT | Top-1 Accuracy88.2 | 24 | 1mo ago | |
| Open Images | BiAM | mAP84.5 | 24 | 1mo ago | |
| MS-COCO (test) | ADDS | mAP93.54 | 24 | 1mo ago | |
| Objects365 (test) | ML-VPT | mAP52.2 | 24 | 1mo ago | |
| Visual Genome VG256 (test) | ML-VPT | mAP50.9 | 24 | 1mo ago | |
| CheXpert | FLUX | ROC AUC79.4 | 21 | 1mo ago | |
| Wikipedia Hyperlink | NMM-GNN | Jaccard Index81.7 | 21 | 1mo ago | |
| Wikipedia Clickstream | NMM-GNN | Jaccard Index (JI)49.7 | 21 | 1mo ago | |
| NUS-WIDE | Q2L | mAP70.1 | 21 | 1mo ago | |
| 3D Multi-label MRI dataset | PCC (Age)0.543 | 20 | 1mo ago | ||
| ImageNet Seg | +Multi-label FT | Top-1 Accuracy89.4 | 18 | 1mo ago |
