Mood Transformation on MTG-Jamendo (test)
100Mood Precision@1Baseline: Oracle (Top-1)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline: Oracle (Top-1)Baseline Type=Oracle (Top-1)2025.10 | 100 | 16 | 48 | |
| Baseline: Oracle (Rand-100)Baseline Type=Oracle (Rand-100)2025.10 | 100 | 7 | 24 | |
| Ours: Lcosine + Ltriplet + LcosBCELoss Configuration=Lcosine + Ltriplet + LcosBCE2025.10 | 83 | 29 | 45 | |
| Baseline: Average mood vectorBaseline Type=Average mood vector2025.10 | 82 | 5 | 18 | |
| Fine-tuned on large-scale modelEvaluation Protocol=Fine-tuned2025.10 | 68 | 29 | 41 | |
| Zero-shot from large-scale modelEvaluation Protocol=Zero-shot2025.10 | 66 | 30 | 45 | |
| Baseline: RandomBaseline Type=Random2025.10 | 25 | 1 | 4 |