Supervised protein substitution DMS prediction on ProteinGym Contig
0.7Spearman's rhoAUTOSCIENTISTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AUTOSCIENTISTSModel type=Kermut2026.05 | 0.7 | 0.611 | |
| KermutModel type=Kermut2026.05 | 0.657 | 0.605 | |
| AUTOSCIENTISTSModel type=Kermut2026.05 | 0.635 | 0.812 | |
| ProteinNPTModel type=NPT2026.05 | 0.619 | 0.687 | |
| KermutModel type=Kermut2026.05 | 0.593 | 0.737 | |
| MSA Transformer EmbeddingsModel type=Embed.2026.05 | 0.581 | 0.724 | |
| Tranception EmbeddingsModel type=Embed.2026.05 | 0.548 | 0.802 | |
| ESM-1v EmbeddingsModel type=Embed.2026.05 | 0.535 | 0.789 | |
| ProteinNPTModel type=NPT2026.05 | 0.529 | 0.856 | |
| MSA Transformer EmbeddingsModel type=Embed.2026.05 | 0.513 | 0.86 | |
| ESM-1v EmbeddingsModel type=Embed.2026.05 | 0.479 | 0.914 | |
| Tranception EmbeddingsModel type=Embed.2026.05 | 0.439 | 1.037 |