Granger Causal Discovery on VAR (20,500,20) benchmark leaderboard · SOTA2 Research

Granger Causal Discovery on VAR (20,500,20)

0.976AUROCCausalMoE

Evaluation Results

Method	Links
CausalMoE2026.06		0.976	0.977	0.963	16
CausalMoE2026.06		0.95	0.954	0.95	20
JRNGC2026.06		0.933	0.923	0.944	59
JRNGC2026.06		0.899	0.929	0.92	78
CR-VAE2026.06		0.857	0.869	0.569	104
CUTS2026.06		0.844	0.842	0.818	21
KANGCI2026.06		0.826	0.807	0.821	67
CR-VAE2026.06		0.824	0.833	0.814	97
CUTS2026.06		0.815	0.866	0.815	68
KANGCI2026.06		0.777	0.786	0.765	82
NGC2026.06		0.692	0.671	0.676	97
NGC2026.06		0.653	0.66	0.73	139
PCMCI2026.06		0.596	0.591	0.604	166
GC2026.06		0.572	0.593	0.706	178
PCMCI2026.06		0.572	0.582	0.574	184
GC2026.06		0.544	0.573	0.692	196