Causal Discovery on Synthetic Time Series SVAR (Gauss.) benchmark leaderboard · SOTA2 Research

Causal Discovery on Synthetic Time Series SVAR (Gauss.)

12.37SHDDYNOTEARS

Evaluation Results

Method	Links
DYNOTEARS2026.06		12.37	93	93
FlowMSM (DYNO.)2026.06		14.83	91	91
DYNOTEARS*2026.06		30.47	81	83
FlowMSM (DYNO.)2026.06		30.6	81	83
VARLiNGAM2026.06		53.07	69	68
FlowMSM (VARL.)2026.06		53.7	68	68
VARLiNGAM*2026.06		54.87	67	67
FlowMSM (VARL.)2026.06		54.93	67	68
Rhino2026.06		56.37	68	68
FlowMSM (Rhino)2026.06		58.77	67	67
Rhino*2026.06		59.2	67	67
FlowMSM (Rhino)2026.06		59.5	66	67
MCD2026.06		62.9	63	65
R-PCMCI2026.06		69.34	55	65
CASTOR2026.06		72.17	53	64
FANTOM2026.06		72.27	51	64
CASTOR2026.06		72.42	52	64
FANTOM2026.06		72.62	51	64
R-PCMCI2026.06		72.67	50	64
Rhino2026.06		74.27	60	60
DYNOTEARS2026.06		74.6	60	59
DYNOTEARS2026.06		75.5	59	59
Rhino2026.06		76.03	59	58
VARLiNGAM2026.06		78.27	57	56
VARLiNGAM2026.06		78.8	57	56