Personality Trait Inference on MusicPIIrate Spotify playlists (test)
35Openness (Macro F1)MLP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MLPparadigm=sample-based2026.05 | 35 | 35 | 35 | 35 | 39 | |
| KNNparadigm=sample-based2026.05 | 32 | 35 | 35 | 33 | 34 | |
| Linearparadigm=sample-based2026.05 | 31 | 37 | 35 | 29 | 38 | |
| Rand. For.paradigm=sample-based2026.05 | 30 | 37 | 33 | 32 | 37 | |
| Dec. Treeparadigm=sample-based2026.05 | 26 | 38 | 33 | 30 | 35 | |
| MLP DSparadigm=set-based2026.05 | 25 | 40 | 39 | 29 | 40 | |
| GNN DSparadigm=graph-based2026.05 | 25 | 43 | 42 | 28 | 44 | |
| MLP Pool.paradigm=set-based2026.05 | 24 | 38 | 37 | 27 | 39 | |
| GNN Pool.paradigm=graph-based2026.05 | 23 | 35 | 34 | 24 | 38 | |
| Rand. Cl.paradigm=random baseline2026.05 | 4 | 11 | 20 | 6 | 12 |