Fitness Prediction on MaveDB subset of 50 proteins
0.5462Average Spearman CorrelationProSST + ProteinTTT
Evaluation results
| Method | Links | |
|---|---|---|
| ProSST + ProteinTTTBase Model=ProSST, Model Size/Parameters=K=2048, ProteinTTT Customization=Yes2024.11 | 0.5462 | |
| ProSSTBase Model=ProSST, Model Size/Parameters=K=2048, ProteinTTT Customization=No2024.11 | 0.5444 | |
| SaProt + ProteinTTTBase Model=SaProt, Model Size/Parameters=35M, ProteinTTT Customization=Yes2024.11 | 0.5271 | |
| SaProtBase Model=SaProt, Model Size/Parameters=35M, ProteinTTT Customization=No2024.11 | 0.5251 | |
| SaProtBase Model=SaProt, Model Size/Parameters=650M, ProteinTTT Customization=No2024.11 | 0.4926 | |
| SaProt + ProteinTTTBase Model=SaProt, Model Size/Parameters=650M, ProteinTTT Customization=Yes2024.11 | 0.4926 | |
| ESM2 + ProteinTTTBase Model=ESM2, Model Size/Parameters=650M, ProteinTTT Customization=Yes2024.11 | 0.4604 | |
| ESM2 + ProteinTTTBase Model=ESM2, Model Size/Parameters=35M, ProteinTTT Customization=Yes2024.11 | 0.4593 | |
| ESM2Base Model=ESM2, Model Size/Parameters=650M, ProteinTTT Customization=No2024.11 | 0.4568 | |
| ESM2Base Model=ESM2, Model Size/Parameters=35M, ProteinTTT Customization=No2024.11 | 0.4458 |