Pairwise human preference prediction on Music Arena (Overall)
0.642AUCSVM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVMBase Model=Model C, Aesthetics Features=with2026.05 | 0.642 | 59.5 | |
| SVMBase Model=Model C, Aesthetics Features=without2026.05 | 0.614 | 52.4 | |
| LRBase Model=Model C, Aesthetics Features=with2026.05 | 0.613 | 55.5 | |
| LRBase Model=Model C, Aesthetics Features=without2026.05 | 0.6 | 54.4 | |
| RFBase Model=Model C, Aesthetics Features=with2026.05 | 0.592 | 52.1 | |
| AdaBBase Model=Model C, Aesthetics Features=with2026.05 | 0.574 | 40 | |
| XGBBase Model=Model C, Aesthetics Features=with2026.05 | 0.563 | 51.3 | |
| XGBBase Model=Model C, Aesthetics Features=without2026.05 | 0.562 | 51.3 | |
| RFBase Model=Model C, Aesthetics Features=without2026.05 | 0.558 | 54.9 | |
| StreamsType=Naive rules2026.05 | 0.557 | 50.9 | |
| AdaBBase Model=Model C, Aesthetics Features=without2026.05 | 0.54 | 25.5 | |
| AllType=Naive rules2026.05 | 0.535 | 49.9 | |
| Aesth.Type=Naive rules2026.05 | 0.527 | 49.8 | |
| LikesType=Naive rules2026.05 | 0.518 | 47.6 |