Time-series restoration on Extended benchmark matrix (Battery degradation curves)
0.0814RMSETrimmed Mean
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Trimmed Mean2026.05 | 0.0814 | -0.7875 | 0.0452 | 49.95 | |
| Hampel + S-G2026.05 | 0.0834 | 0.1009 | 0.0417 | 51.39 | |
| Gaussian Filter2026.05 | 0.0842 | -0.2823 | 0.0418 | 53.02 | |
| Savitzky-Golay2026.05 | 0.0882 | -0.8952 | 0.0449 | 51.93 | |
| Median Filter2026.05 | 0.0911 | -2.3082 | 0.0586 | 47.7 | |
| NW Regression2026.05 | 0.0932 | 0.5012 | 0.0424 | 29.58 | |
| Cascade-KDE2026.05 | 0.0943 | 0.605 | 0.041 | 45.71 | |
| RANSAC Regression2026.05 | 0.1752 | -0.005 | 0.044 | 0 |