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Benchmarks
Circuit Interpretability Quality on Llama-3.2-1B circuits
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0.627
Clarity
FAP (BASE)
0.58332
0.59466
0.606
0.61734
Apr 18, 2026
Clarity
Purity
Responsiveness
Uninformative Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Clarity
Purity
Responsiveness
Uninformative Rate
FAP (BASE)
K=100
2026.04
0.627
0.477
0.465
37.98
FAP-SYNERGY
K=100
2026.04
0.627
0.477
0.465
37.95
RANDOM (1K)
K=1K
2026.04
0.585
0.326
0.455
46.7
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