Patient drug response prediction on TCGA Patient split benchmark leaderboard · SOTA2 Research

Patient drug response prediction on TCGA Patient split

0.837AUROCPREDIKTOR

Evaluation Results

Method	Links
PREDIKTOR2026.07		0.837	0.829	0.773
Random Forest2026.07		0.832	0.792	0.778
CSG2A2026.07		0.832	0.806	0.762
GeneFormer+ECFP2026.07		0.83	0.808	0.765
DeepTTA2026.07		0.829	0.82	0.77
DeepCDR2026.07		0.824	0.784	0.759
DRPreter2026.07		0.821	0.805	0.744
XGBoost2026.07		0.818	0.776	0.77
Precily2026.07		0.811	0.782	0.733
SVM2026.07		0.803	0.775	0.733
PREDIKTOR2026.07		0.603	0.595	0.615
DeepTTA2026.07		0.58	0.562	0.409
CSG2A2026.07		0.561	0.542	0.607
SVM2026.07		0.548	0.54	0.487
GeneFormer+ECFP2026.07		0.538	0.577	0.483
Random Forest2026.07		0.534	0.531	0.526
Precily2026.07		0.533	0.52	0.649
XGBoost2026.07		0.527	0.535	0.554
DRPreter2026.07		0.5	0.529	0.42
DeepCDR2026.07		0.495	0.506	0.449