ResearchTasksOutput-based feature description faithfulnessOutput-based feature description faithfulnessFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedGPT2 MLP SAEEnsembleR (VP+TC)40.9Faithfulness Score8Feb 26, 2026GPT2 Res. SAEEnsembleR (MA+VP)47.2Faithfulness Score8Feb 26, 2026Llama MLP SAE 3.1EnsembleC (All)55.5Faithfulness Score8Feb 26, 2026