Prognostics on NC-DS02
4.89MAESTF
Evaluation results
| Method | Links | |
|---|---|---|
| STFModel Family=Transformer2026.06 | 4.89 | |
| LSTMModel Family=Deep sequence model2026.06 | 4.93 | |
| TabPFNModel Family=Tabular foundation model2026.06 | 4.96 | |
| TabDPTModel Family=Tabular foundation model2026.06 | 5.07 | |
| TiDEModel Family=Transformer2026.06 | 5.29 | |
| TSTModel Family=Transformer2026.06 | 5.31 | |
| CNN-1DModel Family=Deep sequence model2026.06 | 5.33 | |
| ExpModel Family=Simple baseline2026.06 | 5.35 | |
| CFModel Family=Transformer2026.06 | 5.76 | |
| MLPModel Family=Simple baseline2026.06 | 6.37 | |
| XGBoostModel Family=Tabular model2026.06 | 8.52 | |
| LinearModel Family=Simple baseline2026.06 | 10.13 | |
| PTSTModel Family=Transformer2026.06 | 16.62 |