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Benchmarks
Virtual IHC Synthesis on IHC4BC-Ki67 (test)
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55.92
SSIM
PAINT
51.9576
52.9863
54.015
55.0437
Jan 22, 2026
SSIM
PSNR
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
SSIM
PSNR
LPIPS
PAINT
base channels=128, emb...
2026.01
55.92
25.367
0.2944
PPT
2026.01
55.89
25.1633
0.4048
CycleGAN
2026.01
55.6
24.6346
0.3483
SynDiff
2026.01
55.37
24.8316
0.3546
ASP
2026.01
55.1
24.6968
0.354
PSPStain
2026.01
55.02
24.1923
0.3542
Pix2pix
2026.01
54.68
24.9537
0.394
PAINT-s
base channels=64, embe...
2026.01
54.25
25.7656
0.321
CUT
2026.01
52.11
23.5816
0.361
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