Emotional Analysis on EMO (EmoMusic) Linear Probing
62.5R2 Score (Valence)PupuJEPA-Large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PupuJEPA-LargeParameters=307M, Protocol=Linear Probing2026.06 | 62.5 | 76.8 | |
| PupuJEPA-HugeParameters=632M, Protocol=Linear Probing2026.06 | 62 | 78.5 | |
| PupuJEPA-SmallParameters=22M, Protocol=Linear Probing2026.06 | 61.1 | 74.9 | |
| Dasheng-BaseParameters=86M, Protocol=Linear Probing2026.06 | 59.6 | 75.7 | |
| Dasheng-0.6BParameters=600M, Protocol=Linear Probing2026.06 | 59 | 76.7 | |
| AudioMAE++Parameters=307M, Protocol=Linear Probing2026.06 | 59 | 75.7 | |
| PupuJEPA-BaseParameters=86M, Protocol=Linear Probing2026.06 | 58.8 | 76.3 | |
| MuQParameters=310M, Protocol=Linear Probing2026.06 | 58.3 | 76.4 | |
| MATPAC++Parameters=307M, Protocol=Linear Probing2026.06 | 57.8 | 74.7 | |
| Dasheng-1.2BParameters=1.2B, Protocol=Linear Probing2026.06 | 57.4 | 75 | |
| A-JEPAParameters=307M, Protocol=Linear Probing2026.06 | 57.4 | 74.8 | |
| MusicFMParameters=330M, Protocol=Linear Probing2026.06 | 57.2 | 74.4 | |
| MERT-LargeParameters=330M, Protocol=Linear Probing2026.06 | 56.7 | 76.1 | |
| PupuJEPA-TinyParameters=5M, Protocol=Linear Probing2026.06 | 55.3 | 74.8 | |
| MERT-BaseParameters=95M, Protocol=Linear Probing2026.06 | 54.1 | 75.3 |