Demographic Attribute Inference on MusicPIIrate Spotify Playlists (test)
39Age Macro F1GNN DS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GNN DSParadigm=graph-based2026.05 | 39 | 18 | 40 | 50 | 60 | 58 | |
| MLP DSParadigm=set-based2026.05 | 38 | 15 | 37 | 46 | 55 | 51 | |
| LinearParadigm=sample-based2026.05 | 36 | 15 | 34 | 49 | 56 | 65 | |
| MLPParadigm=sample-based2026.05 | 36 | 15 | 32 | 42 | 57 | 63 | |
| Rand. For.Paradigm=sample-based2026.05 | 35 | 10 | 35 | 46 | 58 | 61 | |
| MLP Pool.Paradigm=set-based2026.05 | 35 | 12 | 36 | 45 | 53 | 48 | |
| Dec. TreeParadigm=sample-based2026.05 | 33 | 8 | 34 | 44 | 55 | 57 | |
| GNN Pool.Paradigm=graph-based2026.05 | 31 | 15 | 35 | 47 | 51 | 51 | |
| KNNParadigm=sample-based2026.05 | 29 | 13 | 33 | 47 | 55 | 58 | |
| Rand. Cl.Paradigm=sample-based2026.05 | 6 | 4 | 13 | 27 | 40 | 32 |