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SAE Interpretability and Faithfulness Evaluation on DINOv2 ViT-L/14 activations
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6
LLM Rank
DINOv2 ViT-L/14 (backbone only)
0.8
2.15
3.5
4.85
May 29, 2026
LLM Rank
MS-Score
Accuracy
R2
Updated 2d ago
Evaluation Results
Method
Method
Links
LLM Rank
MS-Score
Accuracy
R2
DINOv2 ViT-L/14 (backbone only)
Backbone=DINOv2 ViT-L/14
2026.05
6
30.06
86.12
100
Matching Pursuit
Backbone=DINOv2 ViT-L/14
2026.05
5
61.41
84.96
83.1
BatchTopK-SAE
Backbone=DINOv2 ViT-L/14
2026.05
4
56.98
84.48
81.28
ELUDe
Backbone=DINOv2 ViT-L/14
2026.05
3
65.88
86.12
100
Archetypal SAE
Backbone=DINOv2 ViT-L/14
2026.05
2
60.04
83.81
74.35
Matryoshka SAE
Backbone=DINOv2 ViT-L/14
2026.05
1
59.03
84.48
81.15
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