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Benchmarks
Counterfactual Reasoning on SCM battery 300 random models per query
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0.18
Mean Error (PN)
diagonal-only (indep. SCM)
0.0672
0.8286
1.59
2.3514
Jun 9, 2026
Mean Error (PN)
Infeasible Rate (PN)
Coverage Rate (PN)
Sign Error Rate (NDE)
Coverage Rate (NDE)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Error (PN)
Infeasible Rate (PN)
Coverage Rate (PN)
Sign Error Rate (NDE)
Coverage Rate (NDE)
diagonal-only (indep. SCM)
reports the class?=no...
2026.06
0.18
-
-
27
-
predictor (LLM)
reports the class?=no...
2026.06
0.23
28
-
-
-
full kernel (oracle coupling)
reports the class?=yes
2026.06
3
-
-
-
0
full kernel (interval)
reports the class?=yes...
2026.06
-
-
100
-
100
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