CausalArena SCM Gallery
Browse the semantic and formula-grounded causal graphs.
This page complements the numeric leaderboard with graph-level inspection. Semantic SCMs emphasize domain stories, operational variables, measurement channels, and intervention handles; Formula SCMs expose scientific equations, orientation contracts, and mechanism-level causal structure.
200Full grounded SCM pool: 100 Semantic + 100 Formula scenarios
50 + 50Public preview shown here: first five scenarios per domain
2,299 / 3,782Nodes / directed edges in the public preview graphs
Graph + metadataBrowse nodes, directed edges, mechanisms, noise, ranges, and intervention handles