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Benchmarks
Edge Deployment Performance Evaluation on Raspberry Pi 5 CPU-only
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0.08
Latency (s)
SAMR
-0.7704
4.9698
10.71
16.4502
Apr 14, 2026
Latency (s)
Memory Usage (MB)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Latency (s)
Memory Usage (MB)
SAMR
Pipeline Component=Mas...
2026.04
0.08
23
SAMR
Pipeline Component=JPE...
2026.04
0.16
3
SQ-GAN
Pipeline Component=Seg...
2026.04
7.55
470
SAMR
Pipeline Component=Seg...
2026.04
8.35
400
SAMR
Pipeline Component=Total
2026.04
8.59
426
SQ-GAN
Pipeline Component=Enc...
2026.04
13.79
438
SQ-GAN
Pipeline Component=Total
2026.04
21.34
470
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