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Benchmarks
Symbolic Distillation on 20 regression datasets aggregate (test)
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0.0531
Mean Diff. in R^2
Jacobian Regularization
0.015348
0.025149
0.03495
0.044751
Jul 30, 2025
Mean Diff. in R^2
P-Value
Updated 5d ago
Evaluation Results
Method
Method
Links
Mean Diff. in R^2
P-Value
Jacobian Regularization
Comparison=vs. Standard
2025.07
0.0531
4.77
Lipschitz Regularization
Comparison=vs. Standard
2025.07
0.0364
4.77
Jacobian Regularization
Comparison=vs. Lipschitz
2025.07
0.0168
2.85
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