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Benchmarks
Controllable Image Generation on Editing 5,000-image
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17.84
FID
Vec2Pix
17.5396
19.5673
21.595
23.6227
Feb 16, 2026
FID
LPIPS
SSIM
PSNR
Updated 4d ago
Evaluation Results
Method
Method
Links
FID
LPIPS
SSIM
PSNR
Vec2Pix
Representation=SVG, NP...
2026.02
17.84
0.3836
0.5
17.72
Vec2Pix
Representation=SVG, NP...
2026.02
18.87
0.3901
0.47
17.25
Segmentation Mask
Representation=Segment...
2026.02
21.97
0.5382
0.43
14.34
Canny
Representation=Canny,...
2026.02
22.48
0.5639
0.37
11.54
Depth
Representation=Depth,...
2026.02
22.94
0.5932
0.36
11.37
Stroke
Representation=Stroke,...
2026.02
25.35
0.5249
0.44
14.87
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