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Benchmarks
Training and Verification System Efficiency on ViT-Large (2048 samples)
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6.8
Training Time (s)
Baseline
-1.356
53.697
108.75
163.803
Mar 8, 2026
Training Time (s)
Overhead (%)
Storage Size (GB)
Preparation Time (s)
Verification Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (s)
Overhead (%)
Storage Size (GB)
Preparation Time (s)
Verification Time (s)
Baseline
Block Size=-
2026.03
6.8
-
-
-
-
AFTUNE
Block Size=BL = 16, BS...
2026.03
8.6
26
2.3
7.6
21.7
AFTUNE
Block Size=BL = 16, BS...
2026.03
8.9
31
2.9
4.6
15.3
AFTUNE
Block Size=BL = 8, BS = 4
2026.03
11.6
71
6.5
3.4
8.7
Step TEE
Block Size=-
2026.03
18.2
167
9.6
3.1
19.7
Full TEE
Block Size=-
2026.03
210.7
3,000
-
-
-
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