ResearchBenchmarksSparse Dictionary Learning on ImageNet-1k DINOv2-B CLS embeddings (train)For AI assistantsMarkdownContent indexSparse Dictionary Learning on ImageNet-1k DINOv2-B CLS embeddings (train)Follow81.7Reconstruction ScoreDB-KSVD79.30879.92980.5581.171May 24, 2025Evaluation resultsMethodMethodLinksReconstruction ScoreSparsity ProbabilityAuto-Interpolation ScoreDB-KSVDSparsity (k)=32, Spars...Sparsity (k)=32, Sparse Probing Sparsity (ksp)=1, Dictionary Size (m)=4096, Backbone Model=DINOv2-B2025.0581.789.380.2SAESparsity (k)=32, Spars...Sparsity (k)=32, Sparse Probing Sparsity (ksp)=1, Dictionary Size (m)=4096, Backbone Model=DINOv2-B2025.0579.493.279.7