| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VOC 2012 (test) | Q2L-TResL | mAP96.6 | 72 | 1mo ago | |
| BigEarthNet | VGG19 | Accuracy63.6 | 41 | 1mo ago | |
| Pascal VOC 2007 | MSRN | mAP96 | 40 | 1mo ago | |
| NUS-WIDE 81 concept labels (test) | Ours-S-Cls (w/) | F1 (Class)58.7 | 29 | 1mo ago | |
| MS-COCO (val) | SSGRL | F1 (C)76.8 | 25 | 1mo ago | |
| MS-COCO 2014 (test) | MCAR | F1 Score (Top-3)75.3 | 24 | 1mo ago | |
| MS-COCO (test) | TResNet-L | mAP83.7 | 24 | 1mo ago | |
| MS-COCO | TRM-ML | mAP @ p=0.183.3 | 18 | 1mo ago | |
| NUS-WIDE | SADCL | CF1 (Top 3)57.8 | 15 | 1mo ago | |
| VG500 | SADCL | mAP40.5 | 11 | 1mo ago | |
| VOC 2012 | SADCL | AP (aero)99.9 | 10 | 1mo ago | |
| MS-COCO | Q2L-TResL | mAP90.3 | 10 | 1mo ago | |
| VG-500 (test) | ML-Decoder + AAM | mAP43.1 | 10 | 1mo ago | |
| MS-COCO | SSGRL | CP (Top-3)91.9 | 9 | 1mo ago | |
| Pascal-VOC | MITr-l | mAP95.8 | 7 | 1mo ago | |
| CelebA Multi-label (test) | Accuracy90.3 | 5 | 1mo ago | ||
| COCO 2017 (test) | SSA | Accuracy52.96 | 4 | 1mo ago | |
| COCO 2014 (test) | SSA | Accuracy53.27 | 4 | 1mo ago | |
| Apparel 50% (test) | MSRN | mAP99.65 | 4 | 1mo ago | |
| Shankar et al. | ReLabel | Top-1 Accuracy86.1 | 4 | 1mo ago | |
| ReaL | ReLabel | Top-1 Acc85 | 4 | 1mo ago |
