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Drug-Protein Link Prediction on Pharmacology Knowledge Graph (test)
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59.1
PR-AUC
Blackwell GNN
16.928
27.8765
38.825
49.7735
Mar 2, 2026
PR-AUC
Hits@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
PR-AUC
Hits@10
Blackwell GNN
Params=9.73M, VRAM=36....
2026.03
59.1
52.5
Standard GNN
Params=3.44M, VRAM=5.3 GB
2026.03
56.31
51.34
DistMult
Params=0.78M, VRAM=1.0 GB
2026.03
23.14
22.41
ComplEx
Params=0.78M, VRAM=0.9 GB
2026.03
22.62
21.88
TransR
Params=0.81M, VRAM=1.0 GB
2026.03
20.17
16.2
TransE
Params=0.78M, VRAM=1.0 GB
2026.03
18.71
15.94
RotatE
Params=0.78M, VRAM=1.5 GB
2026.03
18.55
17.83
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