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Papers Benchmarks Datasets Tasks

ZIP dataset and benchmarks · SOTA2 Research

Research Datasets

ZIP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Drug Synergy Classification

ZIP Size-based OOD

76.56Accuracy

16

Drug Synergy Classification

ZIP Scaffold-based OOD

76.98Accuracy

16

Drug Synergy Regression

ZIP Size-based OOD

12.66MAE

10

Drug Synergy Regression

ZIP Scaffold-based OOD

11.56MAE

10

ZIP (Zero-inflated Poisson) distribution

50Max Error (%)

2

Popular tasks

Drug Synergy Classification Drug Synergy Regression PMF Estimation

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