PEER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Protein property prediction and interaction | PEER (test) | Solubility Score74.65 | 15 | |
| Protein-protein Interaction Affinity Regression | PEER PPI Affinity 1.0 (test) | RMSE2.195 | 12 | |
| Protein-protein Interaction Binary Classification | PEER Human 1.0 (test) | Accuracy88.06 | 12 | |
| Protein-protein Interaction Binary Classification | PEER Yeast 1.0 (test) | Accuracy66.07 | 12 | |
| Sequence-based Affinity Prediction | PEER BindingDB 1.0 (test) | RMSE1.03 | 11 | |
| Protein Localization Prediction | PEER Localization (test) | Accuracy92.4 | 11 | |
| Protein Solubility Prediction | PEER Solubility (test) | Accuracy74.65 | 11 | |
| File-level Ransomware Detection | PEER simulated sample data | TP10 | 3 | |
| Block-level Ransomware Detection | PEER simulated sample data | TP16,837 | 3 |
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