Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
SAE Interpretability and Faithfulness Evaluation on SigLIP2-B 16 activations
Loading...
6
LLM Rank
SigLIP2-B/16 (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
SigLIP2-B/16 (backbone only)
Backbone=SigLIP2-B/16
2026.05
6
34.97
78.08
100
Archetypal SAE
Backbone=SigLIP2-B/16
2026.05
5
37.05
74.44
77.63
Matryoshka SAE
Backbone=SigLIP2-B/16
2026.05
4
44.24
77.73
93.82
BatchTopK-SAE
Backbone=SigLIP2-B/16
2026.05
3
44.83
77.69
93.69
ELUDe
Backbone=SigLIP2-B/16
2026.05
2
67.98
78.08
100
Matching Pursuit
Backbone=SigLIP2-B/16
2026.05
1
55.71
77.94
95.62
Feedback
Search any
task
Search any
task