Antibody Antigen Binding Prediction On
评估指标
Accuracy (5-fold)
NPV (5-fold)
Precision (5-fold)
Recall (5-fold)
Selectivity (5-fold)
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Accuracy (5-fold) | NPV (5-fold) | Precision (5-fold) | Recall (5-fold) | Selectivity (5-fold) | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| 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 | |
| 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 | |
| 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 |
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