Paper | Code | AUC-PR | AUC-ROC | ModelName | ReleaseDate |
---|---|---|---|---|---|
ParaSurf: A Surface-Based Deep Learning Approach for Paratope-Antigen Interaction Prediction | ✓ Link | 0.781 | 0.967 | ParaSurf | 2025-02-08 |
Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation | ✓ Link | 0.741 | 0.927 | MIPE | 2024-05-31 |
PeSTo: parameter-free geometric deep learning for accurate prediction of protein binding interfaces | ✓ Link | 0.724 | 0.856 | Pesto | 2023-04-18 |
Learning context-aware structural representations to predict antigen and antibody binding interfaces | ✓ Link | 0.713 | 0.915 | PECAN | 2020-04-22 |
Parapred: antibody paratope prediction using convolutional and recurrent neural networks | ✓ Link | 0.652 | 0.868 | Parapred | 2018-04-16 |
Paragraph—antibody paratope prediction using graph neural networks with minimal feature vectors | ✓ Link | 0.650 | 0.927 | Paragraph | 2022-10-12 |
Attentive cross-modal paratope prediction | 0.612 | 0.883 | AG-Fast-Parapred | 2018-06-12 |