Datasets › Paragraph Expanded
Paragraph Expanded
To take advantage of the ever-increasing amount of structural data now available, we also trained Paragraph on a larger dataset. This new dataset was extracted from the Structural Antibody Database (SAbDab, Schneider et al., 2022) on March 31, 2022 and includes 1086 complexes which we divide into train, validation and test sets using a 60-20-20 split. Full details of both datasets are given in the Supplementary Information.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Antibody-antigen binding prediction | Paragraph Expanded | ParaSurf AUC-PR 0.793 | ParaSurf: A Surface-Based Deep Learning Approach for... | aggelos-michael-papadopoulos/ParaSurf | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| ParaSurf: A Surface-Based Deep Learning Approach for Paratope-Antigen Interaction Prediction | 1 | 1 | 8 Feb 2025 | not harvested |
| Paragraph—antibody paratope prediction using graph neural networks with minimal feature vectors | 1 | 1 | 12 Oct 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
BSD-3-Clause license
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Paragraph Expanded
1 variant name, as the archive lists them.
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