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Protein Property Prediction on 21 Protein Property Datasets (Cross-validation)
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0.867
Spearman Correlation
LOCK-GP
0.79108
0.81079
0.8305
0.85021
Jun 9, 2026
Spearman Correlation
Pearson Correlation
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Spearman Correlation
Pearson Correlation
MAE
LOCK-GP
Model Class=Gaussian p...
2026.06
0.867
0.914
0.21
MLP-ESM2-LastLayer
Model Class=Neural net...
2026.06
0.851
0.9
0.243
Kermut-GP
Model Class=Gaussian p...
2026.06
0.85
0.888
0.285
Tanimoto-GP
Model Class=Gaussian p...
2026.06
0.846
0.888
0.272
Ridge-ESM2
Model Class=Neural net...
2026.06
0.837
0.877
0.301
KermutStruc-GP
Model Class=Gaussian p...
2026.06
0.809
0.805
0.417
SigGLM-OH
Model Class=Linear + g...
2026.06
0.804
0.849
0.342
Ridge-OH
Model Class=Linear, Pr...
2026.06
0.802
0.8
0.422
KermutSeq-GP
Model Class=Gaussian p...
2026.06
0.794
0.838
0.338
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