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Benchmarks
Computational Efficiency on DINOv2 ViT-B/14 (layer 11)
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380.83
Latency (ms/batch)
Backbone only
348.618
566.049
783.48
1,000.911
May 29, 2026
Latency (ms/batch)
Peak Memory (MB)
Updated 2d ago
Evaluation Results
Method
Method
Links
Latency (ms/batch)
Peak Memory (MB)
Backbone only
Model=DINOv2 ViT-B/14,...
2026.05
380.83
501.1
Vanilla SAE
Model=DINOv2 ViT-B/14,...
2026.05
417.18
5,664.75
JumpReLU
Model=DINOv2 ViT-B/14,...
2026.05
422.59
9,081.85
TopK-SAE
Model=DINOv2 ViT-B/14,...
2026.05
426.1
8,694.34
BatchTopK-SAE
Model=DINOv2 ViT-B/14,...
2026.05
427.95
8,678.56
Matryoshka SAE
Model=DINOv2 ViT-B/14,...
2026.05
428.55
8,678.56
Archetypal SAE
Model=DINOv2 ViT-B/14,...
2026.05
437.43
10
ELUDe
Model=DINOv2 ViT-B/14,...
2026.05
437.73
577.49
Transcoder
Model=DINOv2 ViT-B/14,...
2026.05
720.6
15
Matching Pursuit
Model=DINOv2 ViT-B/14,...
2026.05
1,186.13
12
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