| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CATH 4.2 (test) | Knowledge-Design | Perplexity (Short)5.48 | 17 | 3mo ago | |
| UBE2I | SILO | Maximum Fitness2.997 | 12 | 7d ago | |
| TEM | SILO | Maximum Fitness1.233 | 12 | 7d ago | |
| Pab1 | AdaLead | Maximum Fitness1.978 | 12 | 7d ago | |
| LGK | SILO | Maximum Fitness0.045 | 12 | 7d ago | |
| E4B | SILO | Maximum Fitness8.169 | 12 | 7d ago | |
| AMIE | SILO | Maximum Fitness0.262 | 12 | 7d ago | |
| AAV | SILO | Maximum Fitness0.747 | 12 | 7d ago | |
| UBE2I | SILO | Mean Fitness (Top 100)2.996 | 12 | 7d ago | |
| TEM | SILO | Mean Fitness (top 100)1.232 | 12 | 7d ago | |
| Pab1 | SILO | Mean Fitness (Top 100)1.856 | 12 | 7d ago | |
| LGK | SILO | Mean Fitness (Top 100)0.044 | 12 | 7d ago | |
| GFP | SILO | Mean Fitness (Top 100)3.617 | 12 | 7d ago | |
| E4B | SILO | Mean Fitness (Top 100)8.148 | 12 | 7d ago | |
| AMIE | SILO | Mean Fitness (Top 100 Sequences)0.259 | 12 | 7d ago | |
| AAV (test) | Q-BioLat | Best Score5.232 | 8 | 2mo ago | |
| GFP (test) | Q-BioLat | Best Score5.554 | 8 | 2mo ago | |
| UBE2I | SILO | Median Fitness2.996 | 6 | 7d ago | |
| TEM | SILO | Median Fitness1.232 | 6 | 7d ago | |
| Pab1 | SILO | Median Fitness1.854 | 6 | 7d ago | |
| LGK | SILO | Median Fitness0.044 | 6 | 7d ago | |
| E4B | SILO | Median Fitness8.146 | 6 | 7d ago | |
| AMIE | SILO | Median Fitness0.259 | 6 | 7d ago | |
| AAV | SILO | Median Fitness72.6 | 6 | 7d ago | |
| unseen ligands zero-shot | InstructPro-3B | ipTM88.2 | 6 | 3mo ago |
