Granger Causal Discovery on VAR(20,1000,5) benchmark leaderboard · SOTA2 Research

Granger Causal Discovery on VAR(20,1000,5)

98.9AUROCCausalMoE

Evaluation Results

Method	Links
CausalMoE2026.06		98.9	99.3	98.6	4
JRNGC2026.06		97.2	96.5	97.2	13
CUTS2026.06		94.4	98.5	96.6	5
CR-VAE2026.06		92.9	96.2	92.4	8
KANGCI2026.06		82.8	84.4	85.8	13
NGC2026.06		75.3	74.2	73.5	13
PCMCI2026.06		66	74.5	69.6	33
GC2026.06		60.2	60.7	60.5	40