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Benchmarks
Transport coefficient recovery on simulations all regimes n=20 (held-out)
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0.0117
Mean Absolute Error (MAE)
SAFE-PIT-CM
0.009172
0.026236
0.0433
0.060364
Feb 27, 2026
Mean Absolute Error (MAE)
R-squared (R2)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Mean Absolute Error (MAE)
R-squared (R2)
SAFE-PIT-CM
Mode=zero-shot
2026.02
0.0117
0.9982
SAFE-PIT-CM
Mode=trained
2026.02
0.0749
0.9245
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