ResearchBenchmarksSparse Autoencoder Evaluation on DINOv2-B activationsSparse Autoencoder Evaluation on DINOv2-B activationsFollow87.4Variance ExplainedDB-KSVD74.19277.62181.0584.479May 24, 2025Evaluation resultsMethodMethodLinksVariance ExplainedSparse Probing ScoreAutointerpretability ScoreDB-KSVDk=64, k_sp=1k=64, k_sp=12025.0587.492.680.3SAEk=64, k_sp=1k=64, k_sp=12025.0583.394.277.8DB-KSVDk=32, k_sp=1k=32, k_sp=12025.0581.789.380.2SAEk=32, k_sp=1k=32, k_sp=12025.0579.493.279.7DB-KSVDk=16, k_sp=1k=16, k_sp=12025.0576.584.680.4SAEk=16, k_sp=1k=16, k_sp=12025.0574.792.479.4