Causal Discovery on NTS-NOTEARS simulation data benchmark leaderboard · SOTA2 Research

Causal Discovery on NTS-NOTEARS simulation data

96AccuracyNTS-NOTEARS

Evaluation Results

Method	Links
NTS-NOTEARS2025.01		96	100	91.67	0	—	95.83	95.65
c-GC*2025.01		68	61.11	92	53.85	7.173	68.91	73.33
c-GC2025.01		68	61.11	92	53.85	7.173	68.91	73.33
TCDF2025.01		48	33.33	44.44	50	—	47.22	38.09
Tigramite2025.01		48	47.82	91.67	92.31	—	49.68	62.85
Tigramite2025.01		48	47.83	91.67	92.31	—	49.68	62.85