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Causal Discovery on fMRI

67Structural F1Causal-INSIGHT
45.1650.8356.562.17Mar 26, 2026

Evaluation results

MethodLinks
Causal-INSIGHTBackbone=CausalFormer2026.0367
CausalFormer2026.0366
TCDF2026.0359
Causal-INSIGHTBackbone=LSTM2026.0358
cMLP2026.0355
cLSTM2026.0354
Causal-INSIGHTBackbone=MLP2026.0353
Causal-INSIGHTBackbone=CNN2026.0351
CUTS2026.0346