PDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Forecasting | pdb | MAE0.221 | 20 | |
| Unconditional protein structure generation | PDB | Fraction (scRMSD <= 2.0 A)87.5 | 12 | |
| Protein Structure Generation | PDB | FPSD776.297 | 12 | |
| Protein backbone generation | PDB filtered | Fraction98 | 10 | |
| Protein backbone generation | PDB lengths 60-128 | Helix Content87 | 9 | |
| Fixed-backbone sequence design | 8 PDBs | RMSD (mÅ)570 | 8 | |
| Lead Optimization in Protein Folding | PDB date-split (449 targets) | RMSD (Base)8.45 | 8 | |
| Inverse Folding | PDB (date-split) | AAR52.44 | 7 | |
| Protein Backbone Generation | PDB (test) | Helix Content91 | 7 | |
| Macrocycle generation | PDB ID 1H00 (test) | Validity92.5 | 6 | |
| Protein Design (TRF residue inclusion) | 4 PDBs (1QYS, 6V67, 7SQ3, 8UZL) 1.0 (Summary) | Rosetta RMSD (mÅ)162 | 5 | |
| Structure-Based Drug Design | PDB 55 recovered protein pockets (test) | Vina Score (kcal/mol)-9.41 | 4 | |
| Inverse folding | PDB (test) | Metric- | 0 |
Showing 13 of 13 rows