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Output-based feature description faithfulness on Llama MLP SAE 3.1
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55.5
Faithfulness Score
EnsembleC (All)
45.412
48.031
50.65
53.269
Jan 14, 2025
Faithfulness Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Faithfulness Score
EnsembleC (All)
Layer Aggregation=Aver...
2025.01
55.5
TokenChange
Layer Aggregation=Aver...
2025.01
53.1
EnsembleR (All)
Layer Aggregation=Aver...
2025.01
51.6
EnsembleR (VP+TC)
Layer Aggregation=Aver...
2025.01
50.7
MaxAct
Layer Aggregation=Aver...
2025.01
49.6
EnsembleR (MA+TC)
Layer Aggregation=Aver...
2025.01
48.9
VocabProj
Layer Aggregation=Aver...
2025.01
48.2
EnsembleR (MA+VP)
Layer Aggregation=Aver...
2025.01
45.8
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