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Sparse Dictionary Learning on ImageNet-1k DINOv2-B CLS embeddings (train)
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81.7
Reconstruction Score
DB-KSVD
79.308
79.929
80.55
81.171
May 24, 2025
Reconstruction Score
Sparsity Probability
Auto-Interpolation Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Reconstruction Score
Sparsity Probability
Auto-Interpolation Score
DB-KSVD
Sparsity (k)=32, Spars...
2025.05
81.7
89.3
80.2
SAE
Sparsity (k)=32, Spars...
2025.05
79.4
93.2
79.7
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