Binding Affinity Prediction Downstream Task 3 Protein-Level (Five-Fold Cross-Validation)
0.486RMSECryoProt
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CryoProtPretrained=true, Domain=false2026.05 | 0.486 | 0.524 | 0.527 | |
| GearBindPretrained=false, Domain=true2026.05 | 0.502 | 0.495 | 0.508 | |
| OmegaFoldPretrained=true, Domain=false2026.05 | 0.521 | 0.462 | 0.471 | |
| ESM2-150MPretrained=true, Domain=false2026.05 | 0.546 | 0.386 | 0.402 | |
| ESM-1bPretrained=true, Domain=false2026.05 | 0.579 | 0.352 | 0.371 | |
| Bind-ddGPretrained=false, Domain=true2026.05 | 0.653 | 0.392 | 0.384 | |
| PPIgraphomerPretrained=false, Domain=true2026.05 | 0.731 | 0.252 | 0.336 | |
| IslandPretrained=false, Domain=true2026.05 | 0.915 | 0.108 | 0.076 |