PRONOSTIA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Degradation Estimation | PRONOSTIA | MSE37.5 | 33 | |
| Remaining Useful Life Estimation | PRONOSTIA 100Hz4.2kN | MSE0.0054 | 21 | |
| Remaining Useful Life Estimation | PRONOSTIA 100Hz4kN | MSE0.0015 | 21 | |
| Bearing Degradation Prediction | PRONOSTIA XOOD sample (out-of-distribution) | MSE0.0012 | 12 | |
| Bearing degradation estimation | PRONOSTIA Condition 1 Bearing 5 (X_IND) | MSE0.0007 | 12 | |
| Remaining Useful Life Estimation | PRONOSTIA 100Hz5kN | MSE0.0015 | 9 |
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