ResearchBenchmarksCausal Discovery on ETTm2 (test)Causal Discovery on ETTm2 (test)Follow97.7AUCLCM54.95666.05377.1588.247Feb 20, 2026Evaluation resultsMethodMethodLinksAUCLCMParameters=2.5M, Mode=...Parameters=2.5M, Mode=Zero-shot2026.0297.7LCMParameters=12.2M, Mode...Parameters=12.2M, Mode=Zero-shot2026.0297.5LCMParameters=24M, Mode=Z...Parameters=24M, Mode=Zero-shot2026.0297.2LCMParameters=9.4M, Mode=...Parameters=9.4M, Mode=Zero-shot2026.0296.5VARLiNGAMMode=Zero-shotMode=Zero-shot2026.0290.6PCMCIMode=Zero-shotMode=Zero-shot2026.0289.8DYNOMode=Zero-shotMode=Zero-shot2026.0256.6