Protein Design on CATH 4.2
Metric: Perplexity (lower is better)
Metric: Perplexity (lower is better)
| # | Model↕ | Perplexity▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Knowledge-Design | 3.46 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 2 | PiFold | 4.55 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 3 | ProteinMPNN | 4.61 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 4 | GVP | 5.36 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 5 | GCA | 6.05 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 6 | AlphaDesign | 6.3 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 7 | StructGNN | 6.4 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |
| 8 | GraphTrans | 6.63 | No | Knowledge-Design: Pushing the Limit of Protein D... | 2023-05-20 | Code |