Zero-shot Classification (V → T) on VGGSound
48AccuracyPEAVL
Evaluation Results
| Method | Links | |
|---|---|---|
| PEAVLModel Scale=Large, Training Domain=In-domain2025.12 | 48 | |
| PEAVBModel Scale=Base, Training Domain=In-domain2025.12 | 47.8 | |
| PEAVSModel Scale=Small, Training Domain=In-domain2025.12 | 47.3 | |
| PEAVB-OODModel Scale=Base, Training Domain=Out-of-domain2025.12 | 47 | |
| PEAVL-OODModel Scale=Large, Training Domain=Out-of-domain2025.12 | 46.7 | |
| PEAVS-OODModel Scale=Small, Training Domain=Out-of-domain2025.12 | 46.3 | |
| LanguageBind2025.12 | 45.4 | |
| ImageBind2025.12 | 40.4 |