SAbDab
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| B-cell epitope discovery | SAbDab September 23, 2023 (test) | AUC-ROC81.62 | 16 | |
| CDR structure and sequence generation | SAbDab 13 (test) | CDR H1 AA Identity81.11 | 10 | |
| Antibody CDR Design | SAbDab CDR-L3 (train test) | AAR73.11 | 9 | |
| Antibody CDR Design | SAbDab CDR-L2 (train test) | AAR (%)85.93 | 9 | |
| Antibody CDR Design | SAbDab CDR-L1 | AAR85.18 | 9 | |
| Antibody CDR Design | SAbDab CDR-H3 (train test) | AAR (%)57.02 | 9 | |
| Antibody CDR Design | SAbDab CDR-H2 (train test) | AAR66.83 | 9 | |
| Antibody CDR Design | SAbDab CDR-H1 (standard train test) | AAR79.82 | 9 | |
| simultaneous multi-CDR redesign | SAbDab (test) | H1 RMSD1.33 | 8 | |
| Single Paratope Prediction | SAbDab | AUC92.7 | 7 | |
| Single Epitope Prediction | SAbDab | AUC0.852 | 6 | |
| Joint Paratope-Epitope Prediction | SAbDab | Paratope AUC89.4 | 4 | |
| Antibody paratope prediction | SAbDab (10-fold cross-validation) | ROC AUC89.9 | 4 |
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