GDSC
Benchmarks
TaskDatasetSOTA resultTrendResults
GDSC2 unseen drugs (Drug)
84.6AUROC
14
GDSC 2
94.1Accuracy
13
GDSC2 (Total)
0.058RMSE
12
GDSC2 (Drug)
0.052RMSE
12
GDSC NSCLC (Trametinib) v1 (test)
2.17RMSE
10
GDSC v2 (test)
0.532PCC
10
GDSC IC50
2.055MSE
8
GDSC2 Unseen pairs (n=4,219) v1.0
0.261R2 Score
7
GDSC2 unseen drugs
0.022R^2
7
GDSC2 unseen cell lines
0.692R^2
7
GDSC2 (unseen cell lines)
98.2AUROC
7
GDSC1
0.475R^2
7
GDSC1
91.4AUROC
7
GDSC (Disjoint–set)
2.453RMSE
5
GDSC (Drug–blind)
2.515RMSE
5
GDSC (Cell line–blind)
1.245RMSE
5
GDSC (Random)
0.906RMSE
5
GDSC2 B=100
71.5Hit@1
4