Pairwise human preference prediction on Music Arena Vocal
57.2AUCSVM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVMBase Model=Model C, Aesthetics Features=without2026.05 | 57.2 | 51.1 | |
| LikesType=Naive rules2026.05 | 56.2 | 51.3 | |
| LRBase Model=Model C, Aesthetics Features=without2026.05 | 56.2 | 54.6 | |
| SVMBase Model=Model C, Aesthetics Features=with2026.05 | 56 | 54.4 | |
| LRBase Model=Model C, Aesthetics Features=with2026.05 | 55.6 | 54 | |
| AllType=Naive rules2026.05 | 53.6 | 52.4 | |
| Aesth.Type=Naive rules2026.05 | 51.9 | 51.3 | |
| XGBBase Model=Model C, Aesthetics Features=with2026.05 | 49.3 | 47.7 | |
| StreamsType=Naive rules2026.05 | 48.2 | 47 | |
| XGBBase Model=Model C, Aesthetics Features=without2026.05 | 47.3 | 47.9 | |
| RFBase Model=Model C, Aesthetics Features=with2026.05 | 46.2 | 44.1 | |
| AdaBBase Model=Model C, Aesthetics Features=without2026.05 | 43.2 | 1.7 | |
| AdaBBase Model=Model C, Aesthetics Features=with2026.05 | 41.3 | 1.7 | |
| RFBase Model=Model C, Aesthetics Features=without2026.05 | 39.1 | 51 |