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Sparse Autoencoder Evaluation on SAEBench intrinsic evaluation Gemma-2-2B
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0.7625
RAVEL Score
Ensembling (NB)
0.73442
0.74171
0.749
0.75629
May 21, 2025
RAVEL Score
CE Loss Score
TPP
Mean Full Absorption Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
RAVEL Score
CE Loss Score
TPP
Mean Full Absorption Rate
Ensembling (NB)
Ensembling Approach=Na...
2025.05
0.7625
0.9997
0.0162
0.39
Ensembling (Boosting)
Ensembling Approach=Bo...
2025.05
0.752
1
0.1168
0.2
Expanded SAE
SAE Architecture=JumpReLU
2025.05
0.7468
0.978
0.1377
0.23
Base SAE
SAE Architecture=JumpReLU
2025.05
0.7355
0.978
0.0958
0.6
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