Diagnostics on HSF15-A (F1 score)
99.47F1 Score (HSF15-A Diagnostics)TabPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFNModel Family=Tabular foundation model2026.06 | 99.47 | |
| XGBoostModel Family=Tabular model2026.06 | 98.07 | |
| TabDPTModel Family=Tabular foundation model2026.06 | 96.66 | |
| LSTMModel Family=Deep sequence model2026.06 | 94.59 | |
| CNN-1DModel Family=Deep sequence model2026.06 | 94.03 | |
| MLPModel Family=Simple baseline2026.06 | 91.02 | |
| LinearModel Family=Simple baseline2026.06 | 58.75 | |
| TiDEModel Family=Transformer2026.06 | 42.9 | |
| STFModel Family=Transformer2026.06 | 40.01 | |
| TSTModel Family=Transformer2026.06 | 37.37 | |
| PTSTModel Family=Transformer2026.06 | 31.56 | |
| CFModel Family=Transformer2026.06 | 25.04 |