Protein Design
Formally, given the design requirements of users, models are required to generate protein amino acid sequences that align with those requirements.
Papers
Showing 131–140 of 175 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GraphTrans | Perplexity | 6.63 | — | Unverified |
| 2 | StructGNN | Perplexity | 6.4 | — | Unverified |
| 3 | AlphaDesign | Perplexity | 6.3 | — | Unverified |
| 4 | GCA | Perplexity | 6.05 | — | Unverified |
| 5 | GVP | Perplexity | 5.36 | — | Unverified |
| 6 | ProteinMPNN | Perplexity | 4.61 | — | Unverified |
| 7 | PiFold | Perplexity | 4.55 | — | Unverified |
| 8 | Knowledge-Design | Perplexity | 3.46 | — | Unverified |