Drug-Protein Link Prediction on Pharmacology Knowledge Graph (test)
59.1PR-AUCBlackwell GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Blackwell GNNParams=9.73M, VRAM=36.8 GB2026.03 | 59.1 | 52.5 | |
| Standard GNNParams=3.44M, VRAM=5.3 GB2026.03 | 56.31 | 51.34 | |
| DistMultParams=0.78M, VRAM=1.0 GB2026.03 | 23.14 | 22.41 | |
| ComplExParams=0.78M, VRAM=0.9 GB2026.03 | 22.62 | 21.88 | |
| TransRParams=0.81M, VRAM=1.0 GB2026.03 | 20.17 | 16.2 | |
| TransEParams=0.78M, VRAM=1.0 GB2026.03 | 18.71 | 15.94 | |
| RotatEParams=0.78M, VRAM=1.5 GB2026.03 | 18.55 | 17.83 |