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ProteinGym mutation effects
Predict the fitness effects of mutations across 217 deep mutational scans (placeholder)
| Route | Spearman ρ | Improved | 217 assays, sorted by how much the top route gains on each |
|---|---|---|---|
| Baseline · S2F | 0.4556 | ||
| rank-aggregation | 0.4789 | 183 / 217 | |
| assay-calibration | 0.4733 | 158 / 217 | |
| msa-coevolution | 0.4689 | 136 / 217 | |
| structure-contacts | 0.4671 | 147 / 217 | |
| plm-ensemble | 0.4612 | 151 / 217 | |
| bigger-plm | 0.4521 | 69 / 217 |