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Benchmarks
Image-to-Image Translation on Natural I2I Horse→Zebra Apple→Orange (test)
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0.327
CLIP-T
ControlNet
0.22092
0.24846
0.276
0.30354
Feb 18, 2026
CLIP-T
LPIPS
SSIM
PSNR
Updated 4d ago
Evaluation Results
Method
Method
Links
CLIP-T
LPIPS
SSIM
PSNR
ControlNet
Resolution=256x256
2026.02
0.327
0.475
0.426
14.43
SSB
Resolution=256x256
2026.02
0.322
0.285
0.794
20.2
CycleNet
Resolution=256x256
2026.02
0.305
0.301
0.719
19.75
SDEdit
Resolution=256x256
2026.02
0.28
0.335
0.611
17.84
DDIB
Resolution=256x256
2026.02
0.263
0.387
0.595
16.51
CUT
Resolution=256x256
2026.02
0.227
0.425
0.607
15.39
CycleGAN
Resolution=256x256
2026.02
0.225
0.416
0.63
15.57
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