OpenCodePapers

antibody-antigen-binding-prediction-on-mipe

Binding Site PredictionAntibody-antigen binding prediction
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAUC-PRAUC-ROCModelNameReleaseDate
ParaSurf: A Surface-Based Deep Learning Approach for Paratope-Antigen Interaction Prediction✓ Link0.7810.967ParaSurf2025-02-08
Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation✓ Link0.7410.927MIPE2024-05-31
PeSTo: parameter-free geometric deep learning for accurate prediction of protein binding interfaces✓ Link0.7240.856Pesto2023-04-18
Learning context-aware structural representations to predict antigen and antibody binding interfaces✓ Link0.7130.915PECAN2020-04-22
Parapred: antibody paratope prediction using convolutional and recurrent neural networks✓ Link0.6520.868Parapred2018-04-16
Paragraph—antibody paratope prediction using graph neural networks with minimal feature vectors✓ Link0.6500.927Paragraph2022-10-12
Attentive cross-modal paratope prediction0.6120.883AG-Fast-Parapred2018-06-12