Diagnostics on HSF15-P (F1 score)
100F1 ScoreTabPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFNModel Family=Tabular foundation model2026.06 | 100 | |
| XGBoostModel Family=Tabular model2026.06 | 99.66 | |
| TabDPTModel Family=Tabular foundation model2026.06 | 99.06 | |
| CNN-1DModel Family=Deep sequence model2026.06 | 98.73 | |
| MLPModel Family=Simple baseline2026.06 | 97.32 | |
| LSTMModel Family=Deep sequence model2026.06 | 95.94 | |
| TiDEModel Family=Transformer2026.06 | 59.37 | |
| LinearModel Family=Simple baseline2026.06 | 54.4 | |
| STFModel Family=Transformer2026.06 | 50.39 | |
| TSTModel Family=Transformer2026.06 | 46.07 | |
| PTSTModel Family=Transformer2026.06 | 41.22 | |
| CFModel Family=Transformer2026.06 | 29.46 |