ResearchBenchmarksSparse Autoencoder Evaluation on DINOv2 S activationsFor AI assistantsMarkdownContent indexSparse Autoencoder Evaluation on DINOv2 S activationsFollow94.2Variance ExplainedDB-KSVD74.12879.33984.5589.761May 24, 2025Evaluation resultsMethodMethodLinksVariance ExplainedSparse Probing AccuracyAutointerpretability ScoreDB-KSVDk=64, k_sp=1k=64, k_sp=12025.0594.286.180.3DB-KSVDk=32, k_sp=1k=32, k_sp=12025.0587.585.181.7SAEk=64, k_sp=1k=64, k_sp=12025.0586.692.469.4SAEk=32, k_sp=1k=32, k_sp=12025.0581.291.572.3DB-KSVDk=16, k_sp=1k=16, k_sp=12025.0580.183.379.6SAEk=16, k_sp=1k=16, k_sp=12025.0574.990.778.1