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Benchmarks
Attention-only performance evaluation on CLIP
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2.15
Speedup
ELSA
0.9852
1.2876
1.59
1.8924
Apr 26, 2026
Speedup
VRAM Savings
Updated 1mo ago
Evaluation Results
Method
Method
Links
Speedup
VRAM Savings
ELSA
Model=ViT-L/14-336, Re...
2026.04
2.15
39.6
ELSA
Model=ViT-L/14, Resolu...
2026.04
2.12
39.6
ELSA
Model=ViT-B/16, Resolu...
2026.04
1.98
36.1
ELSA
Model=ViT-L/14-336, Re...
2026.04
1.9
20.8
ELSA
Model=ViT-L/14, Resolu...
2026.04
1.87
20.8
ELSA
Model=ViT-B/16, Resolu...
2026.04
1.79
17.8
ELSA
Model=ViT-L/14-336, Re...
2026.04
1.71
5
ELSA
Model=ViT-L/14, Resolu...
2026.04
1.68
5
ELSA
Model=ViT-B/16, Resolu...
2026.04
1.63
2.3
ELSA
Model=ViT-L/14-336, Re...
2026.04
1.56
0
ELSA
Model=ViT-L/14, Resolu...
2026.04
1.54
0
ELSA
Model=ViT-B/16, Resolu...
2026.04
1.46
0
ELSA
Model=ViT-B/32, Resolu...
2026.04
1.42
0
ELSA
Model=ViT-B/32, Resolu...
2026.04
1.03
0
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