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Benchmarks
Input feature reconstruction on 95 power entities (test)
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0.003
Fitting Error
BaselineU
-0.01068
0.08166
0.174
0.26634
Jun 23, 2026
Fitting Error
Prediction Error
Forgetting Ratio
Number of Updates
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fitting Error
Prediction Error
Forgetting Ratio
Number of Updates
BaselineU
Description=Trained on...
2026.06
0.003
0.021
-
-
CLeaRG
Replay Strategy=Genera...
2026.06
0.011
0.045
0.551
13.484
CLeaRRa
Replay Strategy=Random...
2026.06
0.014
0.053
0.669
8.442
CLeaRRe
Replay Strategy=Select...
2026.06
0.016
0.057
1.503
8.253
CLeaRReD
Replay Strategy=Select...
2026.06
0.016
0.058
1.533
8.895
CLeaRF
Regularization=FI-based
2026.06
0.243
0.208
90.365
12.358
CLeaRE
Regularization=EWC
2026.06
0.249
0.18
91.27
13.368
BaselineL
Description=Lower boun...
2026.06
0.345
0.203
-
-
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