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Regression on MSLA extrapolation (test)
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0.826
R^2
Proposed
0.61384
0.66892
0.724
0.77908
Jun 10, 2026
R^2
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2
RMSE
Proposed
Category=Proposed, Fun...
2026.06
0.826
2.505
Proposed
Category=Proposed, Fun...
2026.06
0.824
2.516
PG-MLP
Category=Physics-Incor...
2026.06
0.807
2.679
KD
Category=Traditional N...
2026.06
0.804
2.693
PG-MLP
Category=Physics-Incor...
2026.06
0.793
2.767
MLP
Category=Traditional N...
2026.06
0.781
2.834
RF
Category=Traditional R...
2026.06
0.762
2.936
XGBoost
Category=Traditional R...
2026.06
0.713
3.076
Physics
Category=Physics-only,...
2026.06
0.708
3.251
Physics
Category=Physics-only,...
2026.06
0.622
3.697
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