Non-germline residue prediction on OAS held-out germlines (test)
53.8Non-germline AccuracyNearest neighbor upper-bound
Evaluation results
| Method | Links | |
|---|---|---|
| Nearest neighbor upper-boundAdditional input information=True2026.05 | 53.8 | |
| MochiDiff germlineModel type=Germline absorbing state model, Additional input information=True2026.05 | 46.3 | |
| MochiDiff uniformModel type=Uniform diffusion model2026.05 | 26.1 | |
| IgLMType=Autoregressive antibody-specific pLM2026.05 | 25.7 | |
| MochiDiff absorbingModel type=MASK absorbing state model2026.05 | 25.5 | |
| ESM-2 finetuned (MLM)Training protocol=Finetuned on antibody specific training set, Loss function=Masked Language Modeling (MLM)2026.05 | 24.7 | |
| AbLang-2Training dataset=OAS, Loss function=Focal loss2026.05 | 22.9 | |
| ESM-2Model size=650M2026.05 | 19.3 | |
| Nearest neighbor baseline2026.05 | 12.7 |