Input feature reconstruction on 95 power entities (test)
0.003Fitting ErrorBaselineU
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaselineUDescription=Trained on full dataset (upper bound)2026.06 | 0.003 | 0.021 | — | — | |
| CLeaRGReplay Strategy=Generative Replay2026.06 | 0.011 | 0.045 | 0.551 | 13.484 | |
| CLeaRRaReplay Strategy=Random Replay2026.06 | 0.014 | 0.053 | 0.669 | 8.442 | |
| CLeaRReReplay Strategy=Selective Replay2026.06 | 0.016 | 0.057 | 1.503 | 8.253 | |
| CLeaRReDReplay Strategy=Selective Replay (Variant D)2026.06 | 0.016 | 0.058 | 1.533 | 8.895 | |
| CLeaRFRegularization=FI-based2026.06 | 0.243 | 0.208 | 90.365 | 12.358 | |
| CLeaRERegularization=EWC2026.06 | 0.249 | 0.18 | 91.27 | 13.368 | |
| BaselineLDescription=Lower bound performance2026.06 | 0.345 | 0.203 | — | — |