Language Modeling on OAS held-out germlines (test)
1.293PerplexityMochiDiff germline
Evaluation results
| Method | Links | |
|---|---|---|
| MochiDiff germlineModel type=Germline absorbing state model, Additional input information=True2026.05 | 1.293 | |
| MochiDiff uniformModel type=Uniform diffusion model2026.05 | 1.351 | |
| IgLMType=Autoregressive antibody-specific pLM2026.05 | 1.411 | |
| ESM-2 finetuned (MLM)Training protocol=Finetuned on antibody specific training set, Loss function=Masked Language Modeling (MLM)2026.05 | 1.448 | |
| MochiDiff absorbingModel type=MASK absorbing state model2026.05 | 1.467 | |
| AbLang-2Training dataset=OAS, Loss function=Focal loss2026.05 | 1.875 | |
| ESM-2Model size=650M2026.05 | 3.509 |