Prognostics on PHME20
0.06MSETabPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabPFNTarget space=Normalized (x100)2026.06 | 0.06 | 3.5 | |
| TabDPTTarget space=Normalized (x100)2026.06 | 0.1 | 3.33 | |
| XGBoostTarget space=Normalized (x100)2026.06 | 0.13 | 6.17 | |
| LSTMTarget space=Normalized (x100)2026.06 | 0.23 | 3.83 | |
| STFTarget space=Normalized (x100)2026.06 | 0.26 | 6.17 | |
| CFTarget space=Normalized (x100)2026.06 | 0.26 | 5 | |
| TiDETarget space=Normalized (x100)2026.06 | 0.28 | 5 | |
| TSTTarget space=Normalized (x100)2026.06 | 0.29 | 6.83 | |
| MLPTarget space=Normalized (x100)2026.06 | 0.35 | 10.5 | |
| CNN-1DTarget space=Normalized (x100)2026.06 | 0.6 | 8.33 | |
| ExpTarget space=Normalized (x100)2026.06 | 1.18 | 9.5 | |
| LinearTarget space=Normalized (x100)2026.06 | 2.13 | 12.5 | |
| PTSTTarget space=Normalized (x100)2026.06 | 3.58 | 10.33 | |
| TabPFNTarget space=Original engineering units2026.06 | 79.84 | 3.5 | |
| TabDPTTarget space=Original engineering units2026.06 | 121.85 | 3.33 | |
| XGBoostTarget space=Original engineering units2026.06 | 161.62 | 6.17 | |
| LSTMTarget space=Original engineering units2026.06 | 293.94 | 3.83 | |
| CFTarget space=Original engineering units2026.06 | 320.71 | 5 | |
| STFTarget space=Original engineering units2026.06 | 329.53 | 6.33 | |
| TiDETarget space=Original engineering units2026.06 | 347.09 | 5.17 | |
| TSTTarget space=Original engineering units2026.06 | 358.65 | 6.83 | |
| MLPTarget space=Original engineering units2026.06 | 444.59 | 10.5 | |
| CNN-1DTarget space=Original engineering units2026.06 | 749.7 | 8.17 | |
| ExpTarget space=Original engineering units2026.06 | 1,482.75 | 9.5 | |
| LinearTarget space=Original engineering units2026.06 | 2,662.38 | 12.5 | |
| PTSTTarget space=Original engineering units2026.06 | 4,483.61 | 10.17 |