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Downstream Performance Prediction (In-Sample Evaluation on 90 Checkpoints)
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0.913
LOSO Pearson Correlation
val loss + geometry
0.4814
0.59345
0.7055
0.81755
May 13, 2026
LOSO Pearson Correlation
LOMO Pearson Correlation
R^2 (In-Sample)
Updated 20d ago
Evaluation Results
Method
Method
Links
LOSO Pearson Correlation
LOMO Pearson Correlation
R^2 (In-Sample)
val loss + geometry
Predictor=validation l...
2026.05
0.913
0.895
0.907
val loss only
Predictor=validation loss
2026.05
0.873
0.864
0.841
geometry only
Predictor=geometry, Nu...
2026.05
0.498
0.431
0.558
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