Antigen-Antibody Affinity Prediction on AbRank
0.688Pearson CorrelationDuaDeep (ESM + Transformer + CNN)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DuaDeep (ESM + Transformer + CNN)Architecture / Input Type=Sequence-only (our)2025.12 | 0.688 | 0.46 | 0.737 | |
| DG-Affinity (independent test)Architecture / Input Type=Sequence-only (ConvNeXt)2025.12 | 0.6556 | — | — | |
| ESM-C (ESM + CNN)Architecture / Input Type=Sequence-only (our)2025.12 | 0.636 | 0.397 | 0.773 | |
| ESM-T (ESM + Transformer)Architecture / Input Type=Sequence-only (our)2025.12 | 0.625 | 0.357 | 0.798 | |
| MVSF-AB (expanded benchmark)Architecture / Input Type=Sequence-only (multi-view CNN + MLP)2025.12 | — | 0.467 | 1.447 |