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Melt cushion volume prediction on MaRoReS Benchmark 5
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0.725
R^2
Proposed
0.37972
0.46936
0.559
0.64864
Jun 10, 2026
R^2
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2
RMSE
Proposed
Category=Physics-Incor...
2026.06
0.725
0.347
Proposed
Category=Physics-Incor...
2026.06
0.612
0.498
RF
Category=Traditional R...
2026.06
0.605
0.515
PG-MLP
Category=Physics-Incor...
2026.06
0.579
0.534
Physics
Category=Physics-only,...
2026.06
0.515
0.693
KD
Category=Traditional N...
2026.06
0.515
0.579
PG-MLP
Category=Physics-Incor...
2026.06
0.478
0.611
MLP
Category=Traditional N...
2026.06
0.425
0.653
XGBoost
Category=Traditional R...
2026.06
0.396
0.675
Physics
Category=Physics-only,...
2026.06
0.393
1.257
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