Music Emotion Regression on DEAM (test)
0.62R^2 (Arousal)MusicFM probing
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MusicFM probingIT (Instruction Tuning)=false, FDA (Feedback-Driven Alignment)=false2026.06 | 0.62 | 0.31 | |
| MusicFM + VicunaIT (Instruction Tuning)=true, FDA (Feedback-Driven Alignment)=true2026.06 | 0.56 | 0.55 | |
| Encoder-based modelsIT (Instruction Tuning)=false, FDA (Feedback-Driven Alignment)=false2026.06 | 0.52 | 0.62 | |
| MusicFM + VicunaIT (Instruction Tuning)=true, FDA (Feedback-Driven Alignment)=false2026.06 | 0.38 | 0.26 |