GDSC2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Drug Response Prediction | GDSC2 (10-fold drug-blind CV, leave-one-drug-out CV) | All-drug Correlation (r)0.772 | 7 | |
| Drug Response Prediction | GDSC2 v1.0 | R2 Score0.334 | 7 | |
| Drug Response Prediction | GDSC2 Seen pairs v1.0 | R2 Score0.354 | 7 | |
| Drug-cell response classification | GDSC2 Overall | AUROC78.6 | 7 | |
| Drug-cell response classification | GDSC2 Seen pairs | AUROC89.3 | 7 | |
| Classification | GDSC2 | AUROC0.928 | 7 | |
| Bayesian Optimization | GDSC2 B=50 | Discovery AUC33.8 | 4 |
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