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Benchmarks
Feature Explanation Generation on Gemma-2-27b SAE gemmascope-res-131k Layer 1
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53.63
GEN
SAEExplainer
28.7116
35.1808
41.65
48.1192
Jun 7, 2026
GEN
INP
OUT
Ahigh
Alow
∆A
Updated 1mo ago
Evaluation Results
Method
Method
Links
GEN
INP
OUT
Ahigh
Alow
∆A
SAEExplainer
2026.06
53.63
82.67
67.67
216.6
0.13
216.47
N-pedia w/ Claude
Generator=Claude Sonne...
2026.06
44.37
73.33
62.33
143.03
2.71
140.32
Neuronpedia
Generator=GPT-4o-mini
2026.06
37.63
67.33
64
132.27
0.24
132.03
N-pedia w/ GPT-5
Generator=GPT-5
2026.06
35.27
72.67
62
132.18
0.13
132.05
Activation Oracles
2026.06
29.67
55.33
60.67
113.53
0.29
113.24
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