Anticancer Drug Response Classification on GDSC2 and CCLP cell-line-level (test)
96.5AccuracyDeepDTF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeepDTFSetting=All Multi-Omics2026.03 | 96.5 | 77.1 | 98.3 | 98.7 | |
| GraTransDRPSetting=All Multi-Omics2026.03 | 96.4 | 73.2 | 98.1 | 98 | |
| DeepDTFSetting=MUT+CNV+GE2026.03 | 96.2 | 76.8 | 98.1 | 98.2 | |
| DeepCDRSetting=All Multi-Omics2026.03 | 95.9 | 75.4 | 97.6 | 97.5 | |
| DeepTTASetting=All Multi-Omics2026.03 | 95.9 | 75.6 | 98 | 97.7 | |
| DeepCDRSetting=MUT+CNV+GE2026.03 | 95.8 | 75.4 | 97.5 | 97.5 | |
| DeepTTASetting=MUT+CNV+GE2026.03 | 95.8 | 76 | 98 | 97.6 | |
| DeepDTFSetting=MUT+CNV2026.03 | 95.4 | 73.8 | 97.8 | 97.5 | |
| tCNNSetting=All Multi-Omics2026.03 | 95.4 | 70.8 | 98 | 96.5 | |
| DeepCDRSetting=MUT+CNV2026.03 | 95.3 | 73.2 | 97.5 | 96.9 | |
| DeepTTASetting=MUT+CNV2026.03 | 95.3 | 73.2 | 97.8 | 97 | |
| tCNNSetting=MUT+CNV2026.03 | 95.2 | 70.6 | 97.7 | 96.3 | |
| tCNNSetting=MUT+CNV+GE2026.03 | 95.2 | 70.6 | 97.7 | 96.3 | |
| CDRscanSetting=All Multi-Omics2026.03 | 95.1 | 66.8 | 98.1 | 96.1 | |
| CDRscanSetting=MUT+CNV+GE2026.03 | 95 | 66.7 | 97.9 | 96 |