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Benchmarks
Training and Verification System Efficiency on DINOv2 Giant (2048 samples)
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24.1
Training Time (s)
Baseline
21.56
38.705
55.85
72.995
Mar 8, 2026
Training Time (s)
Overhead (%)
Storage (GB)
Preparation Time (s)
Verification Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (s)
Overhead (%)
Storage (GB)
Preparation Time (s)
Verification Time (s)
Baseline
Block Size=-
2026.03
24.1
-
-
-
-
AFTUNE
Block Size=BL = 16, BS...
2026.03
30.1
25
9.8
23.2
74.1
AFTUNE
Block Size=BL = 8, BS = 8
2026.03
34.8
44
19.1
10.4
25.6
AFTUNE
Block Size=BL = 4, BS = 4
2026.03
44.1
83
35.2
4.5
9.4
Step TEE
Block Size=-
2026.03
87.6
263
272.3
-
1
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