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Benchmarks
Super-resolution on BreaKHis Scenario 1, x2 (PSNR, SSIM)
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42.93
PSNR
OmniFM
19.79
25.7975
31.805
37.8125
Mar 23, 2026
PSNR
SSIM
Updated 2mo ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
OmniFM
Client=Client 1
2026.03
42.93
97.84
OmniFM
Client=Avg.
2026.03
42.21
96.93
FedPer
Client=Client 1
2026.03
40.24
95.37
FedPer
Client=Avg.
2026.03
39.52
95.27
Local
Client=Client 1
2026.03
36.97
91.15
FedAvg
Client=Avg.
2026.03
35.95
95.05
FedAvg
Client=Client 1
2026.03
35.9
95.26
Local
Client=Avg.
2026.03
35.63
92.93
FedProx
Client=Avg.
2026.03
21.84
54.67
FedProx
Client=Client 1
2026.03
20.68
54.26
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