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Protein Property Prediction on 21 protein property datasets 48 data points (Cross-validation)

6.65Spearman Correlation

KermutSeq-GP

Updated 1mo ago

Evaluation Results

Method	Links
KermutSeq-GP 2026.06		6.65	6.27	6.06
Ridge-OH 2026.06		6.54	6.9	6.9
SigGLM-OH 2026.06		6.03	5.6	5.59
Tanimoto-GP 2026.06		5.89	5.75	5.81
Ridge-ESM2 2026.06		5.16	5.03	5.22
KermutStruc-GP 2026.06		4.73	5.06	5.67
Kermut-GP 2026.06		4.05	4.19	4.33
MLP-ESM2-LastLayer 2026.06		3.87	4.24	3.49
LOCK-GP 2026.06		2.08	1.95	1.92
LOCK-GP 2026.06		0.655	0.682	0.496
LOCK-GP 2026.06		0.655	0.682	0.496
Kermut-GP 2026.06		0.638	0.639	0.547
Kermut-GP 2026.06		0.638	0.639	0.547
ConFit 2026.06		0.628	0.615	0.574
Ridge-ESM2-650M 2026.06		0.625	0.63	0.552
KermutStruc-GP 2026.06		0.622	0.625	0.564
KermutStruc-GP 2026.06		0.622	0.625	0.564
MLP-SaProt-LastLayer 2026.06		0.608	0.629	0.536
MLP-ESM2-LastLayer 2026.06		0.607	0.627	0.529
MLP-ESM2-LastLayer 2026.06		0.607	0.627	0.529
Ridge-ESM2 2026.06		0.606	0.617	0.558
Ridge-ESM2-8M 2026.06		0.606	0.617	0.558
MLP-ESM2-8M 2026.06		0.597	0.618	0.538
MLP-OH-ESM2-650M-Aug 2026.06		0.581	0.605	0.548
Ridge-OH-ESM2-650M-Aug 2026.06		0.568	0.57	0.582
MLP-ESM2-8M-MeanPool 2026.06		0.561	0.579	0.594
MLP-ESM2-8M-RandInit 2026.06		0.558	0.575	0.572
MLP-OH 2026.06		0.553	0.58	0.565
MLP-ESM2-650M 2026.06		0.552	0.563	0.652
Ridge-ESM2-8M-MeanPool 2026.06		0.552	0.55	0.603
SigGLM-OH 2026.06		0.55	0.569	0.57
SigGLM-OH 2026.06		0.55	0.569	0.57
Ridge-OH 2026.06		0.547	0.553	0.59
Ridge-OH 2026.06		0.547	0.553	0.59
KermutSeq-GP 2026.06		0.541	0.539	0.615
KermutSeq-GP 2026.06		0.541	0.539	0.615
Tanimoto-GP 2026.06		0.52	0.517	0.588
Tanimoto-GP 2026.06		0.52	0.517	0.588
BLOSUM50-ZeroShot 2026.06		0.396	0.386	-
ESM2-650M-ZeroShot 2026.06		-0.044	-0.04	-