Causal Discovery on Synthetic Time Series - LSNM Exp. Fam. benchmark leaderboard · SOTA2 Research

Causal Discovery on Synthetic Time Series - LSNM Exp. Fam.

14.87SHDRhino

Evaluation Results

Method	Links
Rhino2026.06		14.87	92	92
FlowMSM (Rhino)2026.06		21.57	0.88	0.89
FlowMSM (Rhino)2026.06		23.4	87	88
Rhino*2026.06		23.83	0.86	0.88
MCD2026.06		30.3	0.82	0.84
Rhino2026.06		56.4	0.71	0.7
Rhino2026.06		58.23	70	69
DYNOTEARS2026.06		71.33	51	64
VARLiNGAM2026.06		71.37	51	64
FlowMSM (DYNO.)2026.06		71.57	52	64
FlowMSM (VARL.)2026.06		71.77	51	64
VARLiNGAM*2026.06		72.07	0.5	0.64
R-PCMCI2026.06		72.16	51	64
DYNOTEARS2026.06		72.3	50	64
VARLiNGAM2026.06		72.3	50	64
FANTOM2026.06		72.3	51	64
DYNOTEARS*2026.06		72.3	0.51	0.64
FlowMSM (VARL.)2026.06		72.37	0.51	0.64
R-PCMCI2026.06		72.4	0.52	0.64
CASTOR2026.06		72.7	51	63
FlowMSM (DYNO.)2026.06		72.8	0.52	0.63
DYNOTEARS2026.06		72.83	0.49	0.64
FANTOM2026.06		72.86	0.5	0.64
VARLiNGAM2026.06		72.87	0.49	0.64
CASTOR2026.06		73.16	0.51	0.63