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Benchmarks
Regression on 12 regression datasets
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0.761
Mean R^2
Soft Learning
0.46148
0.53924
0.617
0.69476
May 16, 2026
Mean R^2
Updated 14d ago
Evaluation Results
Method
Method
Links
Mean R^2
Soft Learning
cross-validation=5-fold
2026.05
0.761
Tuned MLP
cross-validation=5-fold
2026.05
0.737
KAN-like
cross-validation=5-fold
2026.05
0.726
CatBoost
cross-validation=5-fold
2026.05
0.725
Grad. Boosting
cross-validation=5-fold
2026.05
0.706
LR / Ridge
cross-validation=5-fold
2026.05
0.68
Random Forest
cross-validation=5-fold
2026.05
0.663
Basic MLP
cross-validation=5-fold
2026.05
0.661
NeuroSym
cross-validation=5-fold
2026.05
0.648
Best-of-3
cross-validation=5-fold
2026.05
0.473
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