Prognostics on NB14 (MSE, Average rank)
0.22MSETiDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TiDETarget space=Normalized (x100)2026.06 | 0.22 | 5 | |
| CFTarget space=Normalized (x100)2026.06 | 0.24 | 5 | |
| TabDPTTarget space=Normalized (x100)2026.06 | 0.25 | 3.33 | |
| LSTMTarget space=Normalized (x100)2026.06 | 0.27 | 3.83 | |
| TabPFNTarget space=Normalized (x100)2026.06 | 0.27 | 3.5 | |
| XGBoostTarget space=Normalized (x100)2026.06 | 0.33 | 6.17 | |
| PTSTTarget space=Normalized (x100)2026.06 | 0.45 | 10.33 | |
| TSTTarget space=Normalized (x100)2026.06 | 0.71 | 6.83 | |
| CNN-1DTarget space=Normalized (x100)2026.06 | 1.31 | 8.33 | |
| STFTarget space=Normalized (x100)2026.06 | 1.92 | 6.17 | |
| MLPTarget space=Normalized (x100)2026.06 | 5.09 | 10.5 | |
| ExpTarget space=Normalized (x100)2026.06 | 28.6 | 9.5 | |
| LinearTarget space=Normalized (x100)2026.06 | 32.16 | 12.5 | |
| TiDETarget space=Original engineering units2026.06 | 2,633.01 | 5.17 | |
| CFTarget space=Original engineering units2026.06 | 2,873.02 | 5 | |
| TabDPTTarget space=Original engineering units2026.06 | 2,875.42 | 3.33 | |
| TabPFNTarget space=Original engineering units2026.06 | 3,121.41 | 3.5 | |
| LSTMTarget space=Original engineering units2026.06 | 3,208.61 | 3.83 | |
| XGBoostTarget space=Original engineering units2026.06 | 3,823.81 | 6.17 | |
| PTSTTarget space=Original engineering units2026.06 | 5,338.39 | 10.17 | |
| TSTTarget space=Original engineering units2026.06 | 8,293.91 | 6.83 | |
| CNN-1DTarget space=Original engineering units2026.06 | 15,328.28 | 8.17 | |
| STFTarget space=Original engineering units2026.06 | 22,492.01 | 6.33 | |
| MLPTarget space=Original engineering units2026.06 | 59,680.85 | 10.5 | |
| ExpTarget space=Original engineering units2026.06 | 335,612.34 | 9.5 | |
| LinearTarget space=Original engineering units2026.06 | 377,375.42 | 12.5 |