GDSC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Drug Response Prediction | GDSC2 (Total) | RMSE0.058 | 12 | |
| Drug Response Prediction | GDSC2 (Drug) | RMSE0.0523 | 12 | |
| Drug Response Prediction | GDSC NSCLC (Trametinib) v1 (test) | RMSE2.17 | 10 | |
| Drug Response Prediction | GDSC v2 (test) | PCC0.5316 | 10 | |
| Drug response prediction | GDSC (Disjoint–set) | RMSE2.4532 | 5 | |
| Drug response prediction | GDSC (Drug–blind) | RMSE2.5152 | 5 | |
| Drug response prediction | GDSC (Cell line–blind) | RMSE1.2448 | 5 | |
| Drug response prediction | GDSC (Random) | RMSE0.9059 | 5 |
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