User Attribute Inference on MusicPIIrate Habits (test)
59Alcohol Macro F1GNN-DeepSet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GNN-DeepSetModeling paradigm=Graph-based2026.05 | 59 | 59 | 34 | 47 | |
| Dec. TreeModeling paradigm=Sample-based2026.05 | 58 | 57 | 26 | 54 | |
| MLPModeling paradigm=Sample-based2026.05 | 58 | 53 | 34 | 53 | |
| LinearModeling paradigm=Sample-based2026.05 | 57 | 60 | 31 | 53 | |
| Rand. For.Modeling paradigm=Sample-based2026.05 | 54 | 60 | 28 | 56 | |
| GNN-poolingModeling paradigm=Graph-based2026.05 | 54 | 52 | 33 | 44 | |
| MLP-poolingModeling paradigm=Set-based2026.05 | 53 | 56 | 33 | 40 | |
| KNNModeling paradigm=Sample-based2026.05 | 52 | 61 | 32 | 54 | |
| MLP-deepsetModeling paradigm=Set-based2026.05 | 50 | 58 | 35 | 41 | |
| Rand. Cl.Modeling paradigm=Baseline2026.05 | 31 | 44 | 16 | 20 |