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SOTA Sequential Image-to-Image Editing benchmarks and papers with code | Wizwand
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Sequential Image-to-Image Editing
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Targeted Task Pairs Dehazing -> Deraining
T2T-VICL
LPIPS
0.357
10
17d ago
Targeted Task Pairs Inpainting -> Style Transfer
T2T-VICL
CIEDE
30.74
8
17d ago
Targeted Task Pairs Harmonization -> Style Transfer
FLUX.2-dev
CIEDE
30.95
8
17d ago
Targeted Task Pairs Deblurring -> Deraining
T2T-VICL
LPIPS
39.8
8
17d ago
Image Editing Shadow Removal → Reflection Removal
T2T-VICL
PSNR
11.73
8
17d ago
Image Editing Dehazing → Denoising
T2T-VICL
PSNR
15.61
8
17d ago
Image Editing Deblurring → Dehazing
FireRed-Image-Edit-1.1
PSNR
8.9
8
17d ago
Targeted Task Pairs Light Enhancement -> Deraining
T2T-VICL
LPIPS
0.364
6
17d ago
Targeted Task Pairs Deraining -> Style Transfer
T2T-VICL
CIEDE
28.97
6
17d ago
Targeted Task Pairs Shadow Removal -> Deraining
T2T-VICL
LPIPS
0.63
6
17d ago
Targeted Task Pairs Colorization -> Style Transfer
Seedream 4.0
CIEDE
28.4
4
17d ago
Targeted Task Pairs Light Enhancement -> Colorization
T2T-VICL
CIEDE
22.82
4
17d ago
Image Editing Shadow Removal → Deraining
T2T-VICL
PSNR
11.8
4
17d ago
Image Editing Reflection Removal → Dehazing
T2T-VICL
PSNR
9.45
4
17d ago
Image Editing Denoising → Light Enhancement
FLUX.2-dev
PSNR
9.63
4
17d ago
Image Editing Inpainting → Style Transfer
FLUX.2-dev
PSNR
9.02
4
17d ago
Image Editing Harmonization → Style Transfer
FLUX.2-dev
PSNR
9.07
4
17d ago
Image Editing Deraining → Demoireing
FLUX.2-dev
PSNR
9.51
4
17d ago
Targeted Task Pairs Inpainting -> Colorization
T2T-VICL
CIEDE
32.62
2
17d ago
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