ZIP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Drug Synergy Classification | ZIP Size-based OOD | Accuracy76.56 | 16 | |
| Drug Synergy Classification | ZIP Scaffold-based OOD | Accuracy76.98 | 16 | |
| Drug Synergy Regression | ZIP Size-based OOD | MAE12.66 | 10 | |
| Drug Synergy Regression | ZIP Scaffold-based OOD | MAE11.56 | 10 | |
| PMF Estimation | ZIP (Zero-inflated Poisson) distribution | Max Error (%)50 | 2 |
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