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Papers Benchmarks Datasets Tasks

Sequential Image-to-Image Editing research benchmarks · SOTA2 Research

Sequential Image-to-Image Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Targeted Task Pairs Dehazing -> Deraining

0.357LPIPS

10

Jul 9, 2026

Targeted Task Pairs Inpainting -> Style Transfer

30.74CIEDE

8

Jul 9, 2026

Targeted Task Pairs Harmonization -> Style Transfer

30.95CIEDE

8

Jul 9, 2026

Targeted Task Pairs Deblurring -> Deraining

39.8LPIPS

8

Jul 9, 2026

Image Editing Shadow Removal → Reflection Removal

11.73PSNR

8

Jul 9, 2026

Image Editing Dehazing → Denoising

15.61PSNR

8

Jul 9, 2026

Image Editing Deblurring → Dehazing

FireRed-Image-Edit-1.1

8.9PSNR

8

Jul 9, 2026

Targeted Task Pairs Light Enhancement -> Deraining

0.364LPIPS

6

Jul 9, 2026

Targeted Task Pairs Deraining -> Style Transfer

28.97CIEDE

6

Jul 9, 2026

Targeted Task Pairs Shadow Removal -> Deraining

0.63LPIPS

6

Jul 9, 2026

Targeted Task Pairs Colorization -> Style Transfer

28.4CIEDE

4

Jul 9, 2026

Targeted Task Pairs Light Enhancement -> Colorization

22.82CIEDE

4

Jul 9, 2026

Image Editing Shadow Removal → Deraining

11.8PSNR

4

Jul 9, 2026

Image Editing Reflection Removal → Dehazing

9.45PSNR

4

Jul 9, 2026

Image Editing Denoising → Light Enhancement

9.63PSNR

4

Jul 9, 2026

Image Editing Inpainting → Style Transfer

9.02PSNR

4

Jul 9, 2026

Image Editing Harmonization → Style Transfer

9.07PSNR

4

Jul 9, 2026

Image Editing Deraining → Demoireing

9.51PSNR

4

Jul 9, 2026

Targeted Task Pairs Inpainting -> Colorization

32.62CIEDE

2

Jul 9, 2026

Popular datasets

Targeted Task Pairs Image Editing

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