Multi-label Recognition on COCO 2017
64.92mAPBCP
Evaluation results
| Method | Links | |
|---|---|---|
| BCPBackbone=ViT-B/16, BP-free=true2026.06 | 64.92 | |
| DOTABackbone=ViT-B/16, BP-free=true2026.06 | 62.89 | |
| BCPBackbone=RN-101, BP-FREE=true2026.06 | 62.66 | |
| BCPBackbone=ViT-B/32, BP-FREE=true2026.06 | 62.14 | |
| SCABackbone=ViT-B/16, BP-free=true2026.06 | 61.81 | |
| BCPBackbone=RN-50, BP-free=true2026.06 | 61.65 | |
| DOTABackbone=ViT-B/32, BP-FREE=true2026.06 | 61.12 | |
| SSGBackbone=ViT-B/16, BP-free=true2026.06 | 60.96 | |
| DOTABackbone=RN-101, BP-FREE=true2026.06 | 60.07 | |
| ADAPTBackbone=ViT-B/16, BP-free=true2026.06 | 59.84 | |
| DOTABackbone=RN-50, BP-free=true2026.06 | 59.58 | |
| STSBackbone=ViT-B/16, BP-free=false2026.06 | 59.09 | |
| BEMBackbone=ViT-B/16, BP-free=false2026.06 | 57.49 | |
| TDABackbone=ViT-B/16, BP-free=true2026.06 | 55.46 | |
| DARTBackbone=ViT-B/16, BP-free=false2026.06 | 54.68 | |
| RLCFBackbone=ViT-B/16, BP-free=false2026.06 | 54.43 | |
| TPTBackbone=ViT-B/16, BP-free=false2026.06 | 54.2 | |
| DiffTPTBackbone=ViT-B/16, BP-free=false2026.06 | 54.15 | |
| CLIPBackbone=ViT-B/16, BP-free=true2026.06 | 54.13 | |
| BEMBackbone=ViT-B/32, BP-FREE=false2026.06 | 52.99 | |
| DMNBackbone=ViT-B/16, BP-free=true2026.06 | 52.37 | |
| BEMBackbone=RN-101, BP-FREE=false2026.06 | 52.24 | |
| TDABackbone=ViT-B/32, BP-FREE=true2026.06 | 51.49 | |
| BEMBackbone=RN-50, BP-free=false2026.06 | 51.39 | |
| CLIPBackbone=ViT-B/32, BP-FREE=true2026.06 | 50.15 | |
| TDABackbone=RN-101, BP-FREE=true2026.06 | 49.78 | |
| RLCFBackbone=ViT-B/32, BP-FREE=false2026.06 | 49.59 | |
| DIFFTPTBackbone=RN-101, BP-FREE=false2026.06 | 49.19 | |
| DIFFTPTBackbone=ViT-B/32, BP-FREE=false2026.06 | 49.19 | |
| TDABackbone=RN-50, BP-free=true2026.06 | 49.11 | |
| TPTBackbone=RN-101, BP-FREE=false2026.06 | 48.89 | |
| DiffTPTBackbone=RN-50, BP-free=false2026.06 | 48.67 | |
| TPTBackbone=ViT-B/32, BP-FREE=false2026.06 | 48.63 | |
| TPTBackbone=RN-50, BP-free=false2026.06 | 48.51 | |
| CLIPBackbone=RN-101, BP-FREE=true2026.06 | 48.15 | |
| DMNBackbone=ViT-B/32, BP-FREE=true2026.06 | 48.13 | |
| CLIPBackbone=RN-50, BP-free=true2026.06 | 47.32 | |
| DMNBackbone=RN-101, BP-FREE=true2026.06 | 45.44 | |
| DMNBackbone=RN-50, BP-free=true2026.06 | 44.18 | |
| RLCFBackbone=RN-101, BP-FREE=false2026.06 | 39.79 | |
| RLCFBackbone=RN-50, BP-free=false2026.06 | 36.73 |