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Causal Discovery on DREAM4 five sub-datasets D=100, T=210

0.782AUROC (Gene 1)GCD
0.575040.628770.68250.73623Jul 15, 2025

Evaluation results

MethodLinks
GCD2025.070.7820.7180.6250.6330.7010.1230.0720.1380.1090.093
CUTS+2025.070.7380.6220.5910.5840.5940.0860.0590.1070.0870.071
GVAR2025.070.6620.5690.5650.5780.5540.1030.0540.0820.0770.065
cMLP2025.070.6520.5220.5090.5110.5310.0170.0150.0220.0250.018
eSRU2025.070.6470.5540.5450.5610.5590.0450.0410.0430.0510.059
cLSTM2025.070.6330.5090.4980.5240.5520.0350.0440.0370.0410.033
TCDF2025.070.5980.4910.4670.5670.5650.0110.0130.0140.0120.014
CR-VAE2025.070.5830.5340.5360.5290.5450.0250.0390.0280.0440.057