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Output-based feature description faithfulness research benchmarks · SOTA2 Research

Output-based feature description faithfulness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EnsembleR (VP+TC)

40.9Faithfulness Score

8

Feb 26, 2026

EnsembleR (MA+VP)

47.2Faithfulness Score

8

Feb 26, 2026

Llama MLP SAE 3.1

EnsembleC (All)

55.5Faithfulness Score

8

Feb 26, 2026

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