Antibody Antigen Binding Prediction On
Metrics
Accuracy (5-fold)
NPV (5-fold)
Precision (5-fold)
Recall (5-fold)
Selectivity (5-fold)
Results
Performance results of various models on this benchmark
| Paper Title | ||||||
|---|---|---|---|---|---|---|
| XBCR-net (ACNN) | 80.4% | 82.4% | 80.1% | 71.0% | 87.9% | Deep learning-based rapid generation of broadly reactive antibodies against SARS-CoV-2 and its Omicron variant |
| XBCR-net (CNN) | 76.8% | 74.9% | 81.7% | 49.4% | 91.4% | Deep learning-based rapid generation of broadly reactive antibodies against SARS-CoV-2 and its Omicron variant |
| Transformer | 65.8% | - | 82.9% | 35.3% | 93.4% | A large-scale systematic survey reveals recurring molecular features of public antibody responses to SARS-CoV-2 |
0 of 3 row(s) selected.