| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MS-COCO | SCPNet | mAP83.8 | 87 | 1mo ago | |
| NUS-WIDE | BCP | mAP52.78 | 66 | 1mo ago | |
| Pascal VOC 2007 | SARB | Avg OF189.8 | 66 | 4mo ago | |
| VG-200 | SARB | Avg OF147.9 | 66 | 4mo ago | |
| PASCAL VOC 2012 | PIAA | mAP92.2 | 65 | 1mo ago | |
| Pascal VOC 2007 (test) | GKGNet | Avg. mAP96.8 | 44 | 1mo ago | |
| VOC 2007 | BCP | mAP88.41 | 41 | 1mo ago | |
| COCO 2017 | BCP | mAP64.92 | 41 | 1mo ago | |
| MS-COCO (val) | PLA | F1 Score (All)81.5 | 18 | 4mo ago | |
| CUB (test) | SCINet | mAP26.16 | 16 | 4mo ago | |
| VG-200 (test) | DSRB | Avg. OF145.1 | 13 | 4mo ago | |
| COCO 2014 (test) | FedMPT | mAP67.37 | 12 | 1mo ago | |
| MLRSNet | FedMPT | mAP58.76 | 10 | 1mo ago | |
| Multi-Scene | FedMPT | mAP53.68 | 10 | 1mo ago | |
| NUS-WIDE seen & unseen | RAM | F1 Score @ 323.5 | 10 | 4mo ago | |
| CUB-200 Single Positive Label 2011 | SCPNet | mAP25.7 | 10 | 4mo ago | |
| NUS-WIDE Single Positive Label | SCPNet | mAP62 | 10 | 4mo ago | |
| Pascal VOC Single Positive Label 2007 | SCPNet | mAP91.2 | 10 | 4mo ago | |
| MS-COCO Single Positive Label | SCPNet | mAP76.4 | 10 | 4mo ago | |
| MS-COCO 2014 (val) | DualCoop | mAP@0.1078.7 | 10 | 4mo ago | |
| NUS-WIDE ZSL | C2SRT | F1 Score (K=3)34.6 | 9 | 1mo ago | |
| VG-200 v1.4 (test) | HST | Avg. OF146.3 | 8 | 4mo ago | |
| NUS-WIDE | CSL* | Performance at 10% Threshold61.7 | 8 | 4mo ago | |
| Open Images GZSL | C2SRT | F1 Score @ K=1040.9 | 7 | 1mo ago | |
| Open Images ZSL | C2SRT | F1@1020.9 | 7 | 1mo ago |
