Drug-Indication Link Prediction on Pharmacology Knowledge Graph (test)
86.58PR-AUCBlackwell GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Blackwell GNNParams=9.73M, VRAM=36.8 GB2026.03 | 86.58 | 90.14 | |
| Standard GNNParams=3.44M, VRAM=5.3 GB2026.03 | 81.75 | 86.2 | |
| DistMultParams=0.78M, VRAM=1.0 GB2026.03 | 32.46 | 38.03 | |
| ComplExParams=0.78M, VRAM=0.9 GB2026.03 | 29.89 | 40.28 | |
| TransEParams=0.78M, VRAM=1.0 GB2026.03 | 29.54 | 42.68 | |
| TransRParams=0.81M, VRAM=1.0 GB2026.03 | 24.02 | 30.28 | |
| RotatEParams=0.78M, VRAM=1.5 GB2026.03 | 7.2 | 27.18 |