Diagnostics on HSF15 (V) (F1 score)
100F1 ScoreTabPFN
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFNModel Family=Tabular foundation model2026.06 | 100 | |
| XGBoostModel Family=Tabular model2026.06 | 99.65 | |
| TabDPTModel Family=Tabular foundation model2026.06 | 98.92 | |
| CNN-1DModel Family=Deep sequence model2026.06 | 97.92 | |
| LSTMModel Family=Deep sequence model2026.06 | 97.35 | |
| MLPModel Family=Simple baseline2026.06 | 80.99 | |
| TiDEModel Family=Transformer2026.06 | 42.11 | |
| STFModel Family=Transformer2026.06 | 37.34 | |
| TSTModel Family=Transformer2026.06 | 35.4 | |
| LinearModel Family=Simple baseline2026.06 | 32.55 | |
| PTSTModel Family=Transformer2026.06 | 26.2 | |
| CFModel Family=Transformer2026.06 | 23.98 |