Inverse Folding on PDB (date-split)
75.5AARBioMatrix-4B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BioMatrix-4BParameters=4B2026.06 | 75.5 | — | — | — | 86 | — | |
| BioMatrix-1.7BParameters=1.7B2026.06 | 75.2 | — | — | — | 85 | — | |
| DPLM-2-3BParameters=3B2026.06 | 61.67 | — | — | — | 92 | — | |
| DPLM-2-650MParameters=650M2026.06 | 54.8 | — | — | — | 91 | — | |
| MCTD-MEConfiguration=Multi-Expert, Stage=Final, Selection=Informed expert selection2025.09 | 52.44 | 0.0213 | 48.28 | 0.0199 | 38.27 | 0.0033 | |
| MCTD-UCTConfiguration=Multi-Expert, Stage=Final, Selection=Standard UCB2025.09 | 52.19 | 0.0182 | 47.93 | 0.0164 | 38.16 | 0.0012 | |
| DPLM2-650MConfiguration=Single-Expert, Stage=Final2025.09 | 51.3 | 0.0109 | 47.51 | 0.0122 | 38.17 | 0.0022 | |
| DPLM2-150MConfiguration=Single-Expert, Stage=Baseline2025.09 | 50.37 | — | 46.29 | — | 38.04 | — | |
| ESM32026.06 | 49.5 | — | — | — | 94 | — | |
| SamplingConfiguration=Multi-Expert, Stage=Final, Tree Search=false2025.09 | 49.27 | -0.011 | 47.9 | 0.0161 | 38.44 | 0.004 | |
| DPLM-2-150MParameters=150M2026.06 | 48.83 | — | — | — | 89 | — | |
| ProteinMPNNConfiguration=Single-Expert, Stage=Final2025.09 | 48.82 | -0.0155 | 45.94 | -0.0029 | 37.74 | -0.003 | |
| Random (MCTD-0)Configuration=Random expert routing, Stage=Final2025.09 | 48.76 | -0.016 | 45.91 | -0.0032 | 37.73 | -0.003 | |
| MultiFlow2026.06 | 37.74 | — | — | — | 94 | — |