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Benchmarks
Virtual Staining on MIST ER 1,000 (test)
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29.2
FID
UNIStainNet
28.712
32.006
35.3
38.594
Mar 13, 2026
FID
KIDx1k
SSIM
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
KIDx1k
SSIM
UNIStainNet
Model Type=Single unif...
2026.03
29.2
1.8
25.8
USI-GAN
Model Type=Separate mo...
2026.03
33.1
-
20.2
SIM-GAN
Model Type=Separate mo...
2026.03
34.6
-
17.6
PASB
Model Type=Separate mo...
2026.03
40.5
21.6
25.4
ASP
Model Type=Separate mo...
2026.03
41.4
5.8
20.6
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