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Protein fitness prediction on ProteinGym

0.496Average Spearman Correlation

S3F-MSA

Updated 4d ago

Evaluation Results

Method	Links
S3F-MSA 2024.12		0.496	0	0
S2F-MSA 2024.12		0.487	-0.009	0.001
S3F 2024.12		0.47	-0.026	0.005
SaProt 2024.12		0.457	-0.039	0
TranceptEVE L 2024.12		0.456	-0.04	0.006
GEMME 2024.12		0.455	-0.041	0.006
S2F 2024.12		0.454	-0.042	0.005
ProtSSN 2024.12		0.442	-0.054	0.007
EVE 2024.12		0.439	-0.057	0.005
MSA Transformer 2024.12		0.434	-0.062	0.011
Tranception L 2024.12		0.434	-0.062	0.007
ESM-IF 2024.12		0.422	-0.074	0.01
DeepSequence 2024.12		0.419	-0.077	0.007
ESM2 2024.12		0.414	-0.082	0.013
ProGen2 XL 2024.12		0.391	-0.105	0.01
MIF 2024.12		0.383	-0.113	0.011
MIF-ST 2024.12		0.383	-0.113	0.01
CARP 2024.12		0.368	-0.128	0.013
ProteinMPNN 2024.12		0.258	-0.238	0.013