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Input-based feature description faithfulness on GPT2 Res. SAE
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60.4
Faithfulness Score
EnsembleR (All)
22.232
32.141
42.05
51.959
Jan 14, 2025
Faithfulness Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Faithfulness Score
EnsembleR (All)
SAE Width=32k, Layer A...
2025.01
60.4
EnsembleR (MA+VP)
SAE Width=32k, Layer A...
2025.01
59.6
EnsembleR (MA+TC)
SAE Width=32k, Layer A...
2025.01
58.8
MaxAct
SAE Width=32k, Layer A...
2025.01
44.4
EnsembleC (All)
SAE Width=32k, Layer A...
2025.01
42.4
EnsembleR (VP+TC)
SAE Width=32k, Layer A...
2025.01
29.2
TokenChange
SAE Width=32k, Layer A...
2025.01
25.4
VocabProj
SAE Width=32k, Layer A...
2025.01
23.7
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