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Benchmarks
Causal Attribution on Causal and Downstream Robustness Ablation Suite (Averaged Models)
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86
Causal Pass@5
HETA
39.2
51.35
63.5
75.65
Apr 14, 2026
Causal Pass@5
CF-AOPC
Updated 2d ago
Evaluation Results
Method
Method
Links
Causal Pass@5
CF-AOPC
HETA
Method Variant=Full
2026.04
86
63
HETA
Method Variant=LR+WIN
2026.04
84
60
HETA
Method Variant=w/o Hes...
2026.04
77
53
HETA
Method Variant=w/o KL
2026.04
73
49
HETA
Method Variant=w/o Tra...
2026.04
70
45
ReAGent
Method Variant=Standard
2026.04
68
44
SEA-CoT
Method Variant=Standard
2026.04
64
41
Progressive Inference
Method Variant=Standard
2026.04
62
39
fAML
Method Variant=Standard
2026.04
60
37
ContextCite
Method Variant=Standard
2026.04
58
36
TDD-backward
Method Variant=Standard
2026.04
57
35
Peering (PML)
Method Variant=Standard
2026.04
55
34
Integrated Gradients
Method Variant=Standard
2026.04
52
32
Attention Rollout
Method Variant=Standard
2026.04
41
24
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