Synthetic Linear SCMs
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic linear SCMs Simulation 3: AW shift
0.09Excess Risk Estimate (Level 4)
15
Synthetic linear SCMs Simulation 2: SC shift
0.013Target Excess Risk (rsc=5)
15
Synthetic linear SCMs Simulation 1: CA shift
1,000RCA (5% Coverage)
15
Synthetic Linear SCMs Fork, Chain, V-str, Diamond, Collider (test)
0.829Fork Score
9