Zero-shot Classification (A → T) on VGGSound
47.1AccuracyPEAVL
Evaluation Results
| Method | Links | |
|---|---|---|
| PEAVLModel Scale=Large, Training Domain=In-domain2025.12 | 47.1 | |
| PEAVBModel Scale=Base, Training Domain=In-domain2025.12 | 44.5 | |
| PEAVL-OODModel Scale=Large, Training Domain=Out-of-domain2025.12 | 43.9 | |
| PEAVSModel Scale=Small, Training Domain=In-domain2025.12 | 43 | |
| PEAVB-OODModel Scale=Base, Training Domain=Out-of-domain2025.12 | 41.4 | |
| PEAVS-OODModel Scale=Small, Training Domain=Out-of-domain2025.12 | 40 | |
| ImageBind2025.12 | 28.2 | |
| LanguageBind2025.12 | 26 |