Attribute Recognition on RAP zero-shot
81.09mAUAPAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UAPAR2026.04 | 81.09 | 68.6 | 86.33 | 80.32 | |
| JGEL2026.04 | 80.1 | 67.96 | 90.15 | 79.73 | |
| CLASP (RethinkPAR)Backbone=Swin-B2026.01 | 77.82 | — | — | — | |
| CLASP (RethinkPAR)Backbone=Swin-S2026.01 | 77.39 | — | — | — | |
| SOLIDERBackbone=Swin-B, Zero-shot=true2023.03 | 77.06 | — | — | — | |
| SOLIDERBackbone=Swin-B2026.01 | 77.06 | — | — | — | |
| SOLIDERBackbone=Swin-S, Zero-shot=true2023.03 | 76.84 | — | — | — | |
| JLACZero-shot=true2023.03 | 76.38 | — | — | — | |
| CLASP (RethinkPAR)Backbone=Swin-T2026.01 | 75.66 | — | — | — | |
| ALMZero-shot=true2023.03 | 74.28 | — | — | — | |
| SOLIDERBackbone=Swin-T, Zero-shot=true2023.03 | 74.23 | — | — | — | |
| SOFAFormer2026.04 | 73.9 | 66.3 | 79.4 | 78.4 | |
| VACZero-shot=true2023.03 | 73.7 | — | — | — | |
| VACBackbone=Res-1012026.01 | 73.7 | — | — | — | |
| RethinkPARZero-shot=true2023.03 | 72.32 | — | — | — | |
| RethinkPARBackbone=-2026.01 | 72.32 | — | — | — | |
| MsVAAZero-shot=true2023.03 | 72.04 | — | — | — | |
| MsVAABackbone=Res-1012026.01 | 72.04 | — | — | — | |
| AAR2026.04 | — | 66.51 | 79.13 | 78.6 | |
| HDFL2026.04 | — | 66.7 | 79.81 | 78.42 |