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Benchmarks
Injection Molding Prediction on Injection Molding finit
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0.971
R^2
KD
0.67148
0.74924
0.827
0.90476
Jun 10, 2026
R^2
RMSE
Speed (HZ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2
RMSE
Speed (HZ)
KD
Category=Traditional N...
2026.06
0.971
0.133
6,191
MLP
Category=Traditional N...
2026.06
0.969
0.141
6,138
Proposed
Category=Physics-Incor...
2026.06
0.963
0.169
6,198
PG-MLP
Category=Physics-Incor...
2026.06
0.929
0.288
6,207
Physics
Category=Physics-only
2026.06
0.927
0.229
3,987
RF
Category=Traditional R...
2026.06
0.926
0.149
1,180
XGBoost
Category=Traditional R...
2026.06
0.683
0.47
1,079
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