CATH
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Protein sequence design | CATH 4.3 (test) | RMSD3.97 | 18 | |
| Protein sequence design | CATH 4.3 (150-300 residues) | TM Score87.18 | 17 | |
| Protein sequence design | CATH 0-150 residues 4.3 | TM Score87.98 | 17 | |
| Protein Design | CATH 4.2 (test) | Perplexity (Short)5.48 | 17 | |
| Protein Reconstruction | CATH 512 samples | RMSD0.9 | 8 | |
| Protein Inverse Folding | CATH 150-300 residues 4.3 (test) | Recovery Rate58 | 7 | |
| Protein Inverse Folding | CATH 0-150 residues 4.3 (test) | Recovery Rate59 | 7 | |
| Protein Design | CATH 4.3 (test) | Perplexity (Short)7.68 | 4 | |
| Fold class-conditional protein backbone generation | CATH fold class-conditional | Designability0.932 | 3 |
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