ResearchTasksSAE Interpretability and Faithfulness EvaluationSAE Interpretability and Faithfulness EvaluationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedDINOv2 ViT-B 14 Layer 12 activationsDINOv2 ViT-B/14 layer 12 (backbone only) (EF4)6LLM Rank12Jun 1, 2026ConvNeXt Base activations V2ConvNeXtV2-Base (backbone only)6LLM Rank6Jun 1, 2026SigLIP2-B 16 activationsSigLIP2-B/16 (backbone only)6LLM Rank6Jun 1, 2026DINOv2 ViT-L/14 activationsDINOv2 ViT-L/14 (backbone only)6LLM Rank6Jun 1, 2026DINOv2 ViT-S 14 activationsDINOv2 ViT-S/14 (backbone only)6LLM Rank6Jun 1, 2026
DINOv2 ViT-B 14 Layer 12 activationsDINOv2 ViT-B/14 layer 12 (backbone only) (EF4)6LLM Rank12Jun 1, 2026