| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PASCAL VOC 2007 (test) | Q2L-CvT | mAP97.3 | 125 | 4mo ago | |
| NUS-WIDE (test) | PanCAN | mAP70.4 | 124 | 1mo ago | |
| Pascal-VOC (test) | Hamming Score83.74 | 112 | 4mo ago | ||
| MM-IMDb-CMML (test) | DeLo | AP34.77 | 90 | 4mo ago | |
| ChestX-Ray14 (test) | NSGANetV1-A3 | AUROC (%)84.7 | 88 | 4mo ago | |
| Multi-label datasets | Macro F1 Score12 | 84 | 1mo ago | ||
| MS-COCO 2014 (test) | Q2L-CvT | mAP91.3 | 81 | 1mo ago | |
| VOC 07 | ML-VPT | mAP97 | 73 | 1mo ago | |
| MS-COCO (val) | PanCAN | mAP92.2 | 61 | 2mo ago | |
| COCO 2014 | TAI-DPT | mAP81.5 | 55 | 1mo ago | |
| VOC 2007 | TRM-ML | mAP (Average)95.2 | 52 | 1mo ago | |
| reBEN | OlmoEarth | mAP65.1 | 44 | 1mo ago | |
| Corel5k | D2ACE | Ranking Loss0.1543 | 43 | 2mo ago | |
| NUS-WIDE 925/81 (unseen) | RAM | mAP (Mean Average Precision)53.2 | 43 | 4mo ago | |
| NIH Chest X-ray | XProtoNet | Mean AUC0.822 | 41 | 1mo ago | |
| NUS-WIDE | Q2L | mAP70.1 | 40 | 1mo ago | |
| NUS-WIDE | BiAM | mAP47.8 | 38 | 4mo ago | |
| CheXpert | X-RGen | Mean AUC81.252 | 38 | 1mo ago | |
| WM Nicol | SNAIL | Micro-F194.7 | 36 | 2mo ago | |
| UCMerced | NAR (w ELR) | mAP (macro)92.52 | 35 | 4mo ago | |
| VOC-MLT (test) | LMPT | Total mAP87.88 | 34 | 4mo ago | |
| mediamill | D2ACE | Macro-AUC87.01 | 32 | 2mo ago | |
| Yahoo Arts 1 | D2ACE | Macro-AUC0.7512 | 32 | 2mo ago | |
| rcv subset3 | Macro-AUC92.2 | 32 | 2mo ago | ||
| RCV subset2 | D2ACE | Ranking Loss0.0505 | 32 | 2mo ago |
