图像修复

Urban100

Set14

Set5

GoPro

Manga109

Set14 - 4x upscaling

BSD100

RealSR

DIV2K

BSD100 - 4x upscaling

ImageNet

Urban100 - 4x upscaling

DRealSR

B100

Manga109 - 4x upscaling

CelebA-HQ

LOL

Set5 - 2x upscaling

Rain100L

SOTS-Outdoor

FFHQ

CelebA

Set14 - 2x upscaling

SOTS-Indoor

BSD68

Rain100H

Kodak24

Set5 - 3x upscaling

SIDD

BSD100 - 2x upscaling

HIDE

Urban100 - 2x upscaling

SRD

fastMRI

Raindrop

DIV2K-val

CBSD68

CelebA-Test

ISTD+

KAIST

RealBlur-J

Set14 - 3x upscaling

SID

Harvard

ICVL

UIEB

Manga109 - 2x upscaling

Urban100 - 3x upscaling

BSD100 - 3x upscaling

CAVE

LOLv1

O-HAZE

Outdoor-Rain

DIV2K val - 4x upscaling

LOL-v1

LOL-v2

LOLv2

SOTS

Test2K

Test4K

Kodak

Manga109 - 3x upscaling

RealBlur-R

BSD68 sigma15

BSD68 sigma25

CBSD68 sigma50

Rain200L

BSD68 sigma50

ImageNet-1K

LOL-real

Rain200H

UHDM

Real20

Test100

Test1200

Urban100 sigma50

BSDS100

BSDS500

FHDMi

Flare7K

I-HAZE

ISTD

LOLv2-synthetic

LSUI

McMaster

NH-Haze

Rain12

Set5 - 4x upscaling

Test2800

Urban100 sigma25

Dense-Haze

FastMRI Knee

LOLv2-Real

SMID

DPDD

Live1 (Quality 10 Grayscale)

LSRW

Rain1200

RESIDE-6k

Set12

SIDD Validation

ARAD-1K

Deblurring

DND

Enhancement

EPFL

FFHQ 256 x 256 - 4x upscaling

HCIold

LIVE1 (Quality 20 Grayscale)

LSDIR

MSRS

PolyU

Rain12600

Test8K

Dehazing

DenseHaze

Deraining

Desnowing

haze4k

HCInew

INRIA

IXI

LFW

LIVE-1

Nature

RESIDE

SCUT-EnsText

SDSD

STFgantry

AAPM

MSU BASED

BurstSR

CBSD68 sigma15

Chikusei

Darmstadt Noise Dataset

Flickr1024 - 2x upscaling

LIVE1

M3FD

NTIRE

SEN12MS-CR

SICE

SPA-Data

WIDER

3-Degradations

36-CT test set

5-Degradations

CBSD68 sigma25

F2K

FFHQ 1024 x 1024 - 4x upscaling

FiveK

ICB

KITTI2012 - 4x upscaling

KITTI2015 - 2x upscaling

KITTI2015 - 4x upscaling

Kodak24 sigma50

LIVE1 (Quality 10 Color)

LIVE1 (Quality 20 Color)

LLVIP

Middlebury - 2x upscaling

Middlebury - 4x upscaling

NTIRE2022

SDSD-in

SDSD-out

SyntheticBurst

TNO

x3d

AFHQ

DND Benchmark

EMPIAR-10076

fastMRI brain

FFHQ 512 x 512 - 4x upscaling

Flickr1024 - 4x upscaling

GaoFen-2

General100

LOL-v2-real

M^3FD

MIT-Adobe FiveK

NH-Haze21

Set12 sigma15

Set12 sigma50

Set5 - 8x upscaling

SID x100

SID x300

10 synthetic spectral scenes

AID

BraTS

BraTS 2018

BSD300

Classic5

Classic5 (Quality 10 Grayscale)

CSD

DVD

FFHQ 256×256

LIVE1 (Quality 30 Grayscale)

LSUN

McMaster sigma50

QB

R100H

Realrain-1k-L

REBlur

RS-Haze

SEN12MS-CR-TS

Set14 - 8x upscaling

SHIQ

Snow100K

TAPE

TIP-2018

UHD-LL

urban100 sigma15

VggFace2 - 8x upscaling

WebFace - 8x upscaling

WV3

Ambient6K

BraTS 2021

BSD100 - 8x upscaling

CBSD68 sigma35

Classic5 (Quality 20 Grayscale)

Classic5 (Quality 30 Grayscale)

Coronal PD

DIV2KRK - 4x upscaling

Dual-camera RGB-MS Dataset

FMD

GaoFen2

Houston

ICB (Quality 10 Color)

ICB (Quality 20 Color)

ISTD+

LOL-v2-Synthetic

Nam

PPR10K

raincityscapes

RAW-RAIN

RealBlur

RealDOF

Realrain-1k-H

RoadScene

Set11

Set12 sigma25

SIR^2(Objects)

SmartPhone

Snow100K-L

UHD-blur

UHD-haze

WorldView-3

BAID

Beam-Splitter Deblurring (BSD)

CDD-11

Classic-5

Classic5 (Quality 40 Grayscale)

Deblur

DeepLesion

Denoising

DIV2K-Val (synthetic)

DIV2K100

DIV2KRK - 2x upscaling

DRealSR (real-world)

DVD

GF2

HD-NH-Haze

ICB (Quality 10 Grayscale)

ICB (Quality 20 Grayscale)

ImageNet 256×256

KITTI2012 - 2x upscaling

KITTI2012 - 2x upscaling

LIVE1 (Quality 40 Grayscale)

LOL-Blur

LSRW-Huawei

M4Raw

Manga109 - 8x upscaling

MSEC

OASIS-MRI

PaviaU

QuickBird

Rain1400

RB2V

Real polar dataset

RealSR (real-world)

RSBlur

SIDD Benchmark

SIR^2(Postcard)

SIR^2(Wild)

SR

SSHR

Synthetic polar dataset

Urban100 - 8x upscaling

urban100-sigma15-1

WorldView-II

5D all-in-one

AFHQ-Cat

Axial T2

BASED

Blur

BSD500

CBSD68 sigma75

CC359

CIFAR-10

CL3AN

Coronal PD-FS

DAVIS

DDN-Data

Decloud

DID-Data

DIV2K-Meta

DIV2K val-q30-4x

DIV2K val-q50-4x

DIV2K val-q70-4x

DIV2K val-q90-4x

DIV2KRK

Edge-to-Handbags

Edge-to-Shoes

EventHDR

Exposure-Errors

fastMRI Knee 8x

fastMRI Knee Val 8x

Geo170K Diagrams

Haze

HS-ERGB

HTT24

ICB (Quality 30 Color)

IlluMeta

ImageNet 256x256

ImageNet64

KITTI

LCDP

LOL-v2-syn

LSUN Bedroom

McMaster sigma15

McMaster sigma25

MegaDepth

MiO100

multi-coil MRI

NH-Haze20

Nightrain

NTURain

NUS dataset

Pavia

PSD

QPDD

Rain

RainSynAll100

RAW smartphone dataset

Real

RealEstate10K

RealSnow

ReBlurSR-Test

ScreenSR

SDSD-indoor

SDSD-outdoor

SIDAR

SIDD+

SIR^2

SIR2

SPAdata

Super-resolve

Synthetic Diagrams

SynthRAD2023

TextZoom

TIP

UHD-LOL4K

WorldView-III

AAPM LDCT

AniColorSet

ARAD

BioSR

Br35H

BSD200 sigma30

BSD200 sigma50

BSD200 sigma70

BSD300 Noise Level 30%

BSD300 Noise Level 50%

BSD300 Noise Level 70%

BSD68 sigma30

BSD68 sigma35

BSD68 sigma70

BSD68 sigma75

CardiAC

CARE

CBSD68 sigma5

CIFAR10

CIFAR100

COCO

COCO2017 val

CS

DAVIS-SPK

DIOR

DIV16K

DIV2K val-q30-2x

DIV2K val-q50-2x

DIV2K val-q70-2x

DIV2K val-q90-2x

DIV8K val - 16x upscaling

DOTA

ELD

EUVP

FMB

FMDD

General100 - 4x upscaling

GoPro-SPK

HànZì

HBA

HDR+

HDRI Haven

HIDE (trained on GOPRO)

Huawei P40 Pro dual-camera sRGB dataset

IIISA-DB

ImageNet-1k val

Kodak24 Noise Level 30%

Kodak24 Noise Level 50%

Kodak24 Noise Level 70%

Kodak24 sigma25

L3F

LIVE1 (Quality 30 Color)

LOLBlur

LOLV2 (Real Captured)

LSRW-Nikon

McMaster18

MNIST

Mouse Nuclei

MRI

MS-COCO

NDB

Noise

O-HAZY

OHAZE

Places2

POLED

Postcard

Real-CE

REDS

REDS-SPK

RSNA

SCUT-Syn

smartphone RAW dataset

Snow100K-S

Sony-Total-Dark

SPA+

synthetic dataset

synthetic test set

TestSet A

TOLED

UCF-101

UDIS-D

UFO-120

UHD-snow

VIFB

VITON-HD

Walnut-CBCT

Wild

WSRD+

ZRR

4KRD

Actin Confocal

ADE20K

ADNI

AFHQ-512 val

ARAD_1K-Test

ARIS sonar data

Audio Set

B100 - 2x upscaling

B100 - 3x upscaling

B100 - 4x upscaling

Botswana

Brain

BSD

BSD100-2x

BSD100-4x

BSD200 sigma10

BSD68 sigma10

BSD68 sigma5

BSDS

BSDS100 - 2x upscaling

BSDS500 (Quality 10 Color)

BSDS500 (Quality 10 Grayscale)

BSDS500 (Quality 20 Color)

BSDS500 (Quality 20 Grayscale)

BSDS500 (Quality 30 Color)

BSDS500 (Quality 30 Grayscale)

Calgary-Campinas

Calibration (Real)

Cam

CameraFusion-Real

CBSD68 sigma10

CBSD68 sigma100

CBSD68 sigma150

CBSD68 sigma200

CBSD68 sigma250

CBSD68 sigma45

CBSD68 sigma55

CBSD68 sigma65

CDD

CEC

CelebA (256 × 256)

CelebA-HQ 128x128

CLIC

CLIC2020

Collected real-image dataset

Convallaria A

Convallaria B

CT Denoising

CUB200

CUFED5 - 4x upscaling

CUHK-CR1

CUHK-CR2

Cyriac et al., Chen et al.

Danbooru AnimeFace

Dark

DBSS

Deblur-RAW

DeMMI-RF

DID-MDN

DIV-2K Val

DIV2K Valid

DIV2K Valid RealESRGAN degradations

DIV2K val-2x

DIV2K val-4x

DIV2K val - 8x upscaling

DIV2K-Valid

DIV2K, Flickr2K, WED

DIV8K

DOTA-Test

DRIVE

DuSR-Real

EBB Val294

EHT

Ellipse Material Dataset

ERA5

ETH3D

EUVP-Dark

EUVP-Scene

EyeQ

fastMRI Brain 4x

fastMRI Brain 8x

fastMRI Knee 4x

FFHQ - Checkerboard

FFHQ - Stripes

FFHQ-1k

FFHQ-512

FFHQ64

FGF2

FiveK Canon

FiveK Nikon

Flickr1024

Flickr2K

Food-101

Fuji

GBSS

General100 - 8x upscaling

GTF

HCP

HM-TIR

HMDB51

HQ-NightRain

HSOD-BIT

IDRID

ILAW

Image Inpainting

ImageNet (256 × 256)

ImageNet 256x256

ImageNet sigma100

ImageNet sigma150

ImageNet sigma200

ImageNet sigma250

ImageNet sigma50

ImageNet-Test

IMX766 CMOS sensor dataset

IPCD dataset

ISPRGB

JPEG

KAUST dataset

KITTI 2012

KITTI 2015

Kodak24 sigma100

Kodak24 sigma15

Kodak24 sigma150

Kodak24 sigma200

Kodak24 sigma250

Kodak24 sigma30

Lai et al. [20]

LIDC

LIDC-CT

LOL-v2-R

LOL-v2-S

LOLV1 Dataset

LOLV2-real Dataset

LOLV2-syn Dataset

LoveDA-Val

Low light Enhancement

LRD

LSD

LSDIR-Blur

LSDIR-Jpeg

LSDIR-Test

MCL-JCV

McMaster sigma100

McMaster sigma150

McMaster sigma200

McMaster sigma250

MCR

MEFB

MERL

MFFW

MFI-WHU

Middlebury

MIT-Adobe FiveK

MIT5K

Mito Confocal

Mobile-HDR

Monte Carlo-rendered image

Mouse Actin

Mouse Kidney

Mouse Liver

MRI Super-Resolution

MS-COCO 2014

MVImgNet

Nature20

Nikon

NOD Nikon

NOD Sony

NS

NTIRE20

Objects

OCEAN

Our Dataset

PASCAL VOC2012

Pavia center

PERSONA-Val

PET Synthesis

Pexels

PFSD

Places365

PPR10K-a

PPR10K-b

PPR10K-c

Rain&Raindrop

Rain13k-Test

Raindrop Removal

Rainstreak & Raindrop

RAW-to-RAW mapping dataset

RBSS

Real-world nighttime images

RealArbiSR

RealBokeh

RealBokeh_bin

RealCE-val

RealHSI

RealMCVSR-Real

RealRain-1K

Reflect-Corridor

Reflect-Room

REVD

REVIDE

RSC11

RSSCN7

RTF

SAR Image Despeckling dataset

Scaling

ScanNet

SCIE

SegSTRONG-C

Seismic dataset

Sen2venus - 2x upscaling

Set12 sigma30

Set14-2x

Set14-4x

Set5-2x

Set5-4x

SICE Part2

SIDD-Benchmark

SKM-TEA

Sony

SOTS Indoor

SPAD

Stanford 3D FSE knee

Star

STED fixed-cell microtubule data set

STimage

Sun Temple

Sun80 - 4x upscaling

synthetic

SynthRAD2023 Task2 Pelvis Dataset

TEMImageNet

TIP2018

Turb

UCMerced

UHD-rain

UHDN

UIEB-R90

Urban100-2x

Urban100-4x

Urban100 sigma10

Urban100 sigma30

Urban100 sigma70

VLBA

W2S

WDC

WeatherBench

WordView-II

WordView-III

WorldView-2

XCAT Phantom

zebrafish dataset

Zhang et al. [42]

10D all-in-one

1D Manifold

4K-DMEF

4K-Rain13k

4KID

5-Degradation Blind All-in-One Image Restoration

8KDehaze

Abdominal CT

Abdominal Respiratory

ADHD200

ADNI3

AFHQ 1k

AFHQ-dog

AGAN-Data

AHB

AI-generated Dataset

AIBL

AIGC

AIM2025

All-in-One-5

All-weather

Allweather

AllWeatherNight

Artist-designed Dataset

ASIS

ATD-12K

ATLAS

AVIRIS-NG

AWMM

Ax FLAIR (fastMRI brain)

Ax T2 (fastMRI brain)

Axon 30

Balloons, Beads, Flowers, Fruits

Bedroom

Berlin

BID Task II.A

BID-CityScapes

BID-task.II

Bistro

BJTU-UVA

BJTU-UVA-E

black hole imaging

Blender

Blender synthetic dataset

Bluetooth

Blur + Haze

BMVC

Boat

Bokeh testset

BracketFlare

Brain Random

BrainWeb (20% Count)

BraTS 2023

BraTS2018

BraTS2020

BraTS2021

Broccoli

BSD100 - 16x upscaling

BSD200 - 2x upscaling

BSD300 lambda30

BSD300 lambda5-50

BSD300 sigma25

BSD300 sigma5-50

BSD400

BSD500 (Quality 10 Color)

BSD500 (Quality 20 Color)

BSD500 (Quality 30 Color)

BSD500 (Quality 40 Color)

BSD68 sigma20

BSD68 sigma40

BSD68 sigma45

BSD68 sigma55

BSD68 sigma60

BSD68 sigma65

BSDS100 - 4x upscaling

BSDS100 - 8x upscaling

BSDS300

Building dataset

BurstDeflicker

Calgary-Campinas brain

Canon

Canon RAW Low Light

CASIA-WebFace

CBSD68 sigma20

CBSD68 sigma30

CBSD68 sigma40

CBSD68 sigma60

CBSD68 sigma70

CBSD68 sigma85

CC

CCPD

Cd

CDD11

Celeb-HQ 4x upscaling

Celeb-Ref-Test

CelebA-Val

CelebA1000

CelebAHQ

CelebHQ

Celebrate-HQ-256×256

CelebRef-HQ

CellNet

Ceramic roof01

Chikusei Dataset

Cho

Cho[5]

CIA

CIN-D

Circular

Circular-cylinder dataset

CIRI

City Scene Dataset

Classroom

Cleared Thy1-GFP Mouse Brain neurons

CLIC 2020

Clip300 sigma15

Clip300 sigma25

Clip300 sigma35

Clip300 sigma50

Clip300 sigma60

CMB-CRC Head

CMRxRecon cardiac

Color images

Color images House, Tree, Jelly Beans (256 × 256 × 3)

Coltea-Lung-CT-100W

Confocal Fish

Confocal Mice

constructed dataset

construction site dataset

construction site test set

Convection

Cork-CBCT

Coronal PD (fastMRI knee)

Coronal PD-FS (fastMRI knee)

Couple

COVID-19

CPC-paired dataset

CREMI

CSIST-100K

CT

CTCUG

cuhk

D_auto

D_manual

D1

D2

D3

dataset collected by Yang et al. [48]

DC Mall

Dehaze

Denoise

Dense neuron cluster

Derain

Deraindrop

Dermatologist level dermoscopy skin cancer classification using different deep learning convolutional neural networks algorithms

DF2K

DID-Dataset

DiffusionDB

Dining room

DIV2K × 2

DIV2K 0.8k

DIV2K Val

DIV2K Valid bicubic degradations

DIV2K validation

DIV2K validation set

DIV2K-Val-100

DIV2K val - 16x upscaling

DIV8K test - 16x upscaling

DLFD

DNH-HAZE

Domain 1

Domain 2

Domain 3

Domain 4

Domain 5

Doom3

DP5K-test

DPD-blur

DPD-disp

DPED

DRealSR×4

Dresscode

DRR-C

DRR-S

dSTORM

DVToF

E-SAI

Eagle

EBB!

ebd

Edge-to-Clothes

Edges→Handbags-256×256

Edges→Shoes

EMCCD test dataset

EMS

EnsExam

EPFL NIR-VIS

EvLowLight

EVRB

Facades

Face

Face, Peppers, Egyptian Statue (512 × 512 × 31)

fastMRI multi-coil brain

fastMRI multi-coil knee dataset

FDG-PET/CT

Feathers, Flowers, Toys

Female

Fence

FFHQ 1k

FFHQ 64x64 - 4x upscaling

FFHQ-Test

FFHQ[17]

FFHQR

FFHQR + HGFR

FilmGrainStyle

Flare

Flare7K++

Flare7k++ test dataset

FLIR-IISR

Flowers

Fluorescence Microscopy

FMD Confocal Fish

FMD Confocal Mice

FMD Two-Photon Mice

FoggyCityscapes

Food

Foreman

FoundIR

FoundIR-L

FoundIR-L+N

FPHDR

FTSR

FullrefXY-1

FullrefXY-2

FullrefXY-3

FWI

GaoFen-2 (Four bands)

GE dataset

General-100 - 4x upscaling

GFP-PC

GlassPol

god

GPRD

Grassy MNIST

GRD

GTAV-NightRain

Hagen et. al

Hairs

Harvard dataset

Haze+LLIE

Haze2020

HazeRD

HCI

HDR-EYE

HDR-REAL

HDR28K

HDRMovie1K

HDRMovie7K

HeartCT

Heat Chamber

Helen

Helmholtz #1

Helmholtz #2

Helvetica

HGFR

HiGlass Dataset

HMNIST

House

hradis et al dataset

HSD

HSI

HSIs Feathers, Flowers, Thread Spools (512 × 512 × 31)

HSTS

HSTS-Synth

HT-LIF24

HT-T24

HTLIF24

Huawei

Human Protein Atlas Image

HVS ISP Dataset

Hypersim

I2-2000fps

I2-2k

ICB (Quality 30 Grayscale)

IF

image dehazing

ImageNet subset

ImageNet-1000

ImageNet1K

In-house

In-House (1% Count)

In-house Data

InfraredSR-Synthetic

INS

INS dataset

InScene

Institut Fresnel's database

Instruct100Set

InstructPix2Pix

Inv3DReal

IRBFD-syn

ITS

Jilin

Jorder 200L

Kai

Kalantari

KITTI 2012 - 2x upscaling

KITTI 2012 - 4x upscaling

KITTI 2015 - 2x upscaling

KITTI 2015 - 4x upscaling

KITTI2012 - 2x scaling

Knee Random

Kodak dataset

Kodak sigma50

Kodak24 lambda30

Kodak24 lambda5-50

Kodak24 sigma10

Kodak24 sigma5-50

Kodak24 sigma70

Kodak25 sigma15

Kodak25 sigma25

Kodak25 sigma35

Kodak25 sigma50

Kodak25 sigma75

Kodim

Kohler

Kohler[19]

KonJND1k

Kuramoto-Sivashinsky

Kvasir

Lai dataset

Lai et al. dataset

Lai et al. dataset [20]

Landsat

LCDMoiré

Lehavim

Lens #63762

Lens #89752

Levin

Levin et al. [22]

Levin et al. dataset

Levin[22]

LFDOF

LFE synthetic dataset

LGC

LGG Segmentation Dataset

LHP

LHSI

Liu4K

LIVE1 (Quality 40 Color)

Live1 (Quality 50 Grayscale)

Live1 (Quality 70 Grayscale)

Live1 (Quality 80 Grayscale)

LIVE29

LLFF

LLIE+Noise

LLRVD-simu

LoDoPaB-CT

LOL v1

LOL v2 Real

LOL v2 Synthetic

LOL-v2 Real

LoLI-Street

LOLv2 synthetic

LOLV2_Real

LOLV2_Syn

LOLv2-Syn

Low light

Low-light + Blur

Low-light + Haze + Noise

Low-light + Noise

Low-light enhancement

LQ-TELL

LQ-TLL-QD

LQ-TLL-SZ

LRID

LRID-Indoor

LRID-Outdoor

LSDIR-Val

LSH

LSUI-L400

LSUN Cat

LSUN-Bedroom

LUNA16

Lung

Lytro

M109

MAI

Man

Manga100

Manga109 - 16x upscaling

Maryland

MCL-JCI

McMaster sigma35

McMaster sigma75

MDAS sample 1

MDAS sample 2

MDLP

MDRAW

MEF-LUT

MEHSI

METARESTORE

MetFace

MFNet

Mi11 Main

MIDIntrinsics

MIDOG2022

MIF

mini-Imagenet

MIRFLICKR

MIT

MIT-Adobe-5K

MIW+

Mixed-degradation

MixedDoc

MNIST dataset

MNMD

Mobile AIM21 dataset

Mobile-Spec

MoDL

Monte Carlo rendering dataset

Mor

motorbikes dataset

Mouse Skin

MRI reconstruction

MS COCO-2017

MSEC Dataset

MSI

MSIs

MSIsFlowers

MSIsFood

MSIsLemons

MSIsTomatoes

multi-coil brain dataset

Multi-Weather6K

MURA

Navier-Stokes

Navier–Stokes

NBIA

new real-world thermal dataset

News

NewsCarphone(144 × 176 × 100)

NH-HAZE2

Night-Rain

Night→Day

NightIRS

Nikon RAW Low Light

Noise + Blur: Div2k

Noise+Blur

NSD

NTIRE 2020

NTIRE 2022

NTIRE 2019 Real Image Denoising Challenge (sRGB)

NTIRE2020-Clean

NTIRE2020-realworld

NTT

NUC

Number 2

NWPU

NYU-v2 RGBD

OASIS3

Object200

OCMR

OCTA-3M

OCTA-6M

OCTA2024

ODI-SR

OLED Dataset

OLI2MSI - 3x upscaling

OMoBlur

OPA

OpenRR-1K

OpenSRH

ORD

OSR

OST-Val

OST300

Our Benchmark

Our synthetic dataset

our synthetic test dataset

our test set

P-OLED

Painting

paired phone-cum-studio captured texture maps

PanTCR-GF2

Parrot

Pavia Centre

PaviaATN

PaviaC

PD

PDFS

PF-Synth

PFL-DocVQA

Philophos 84

PhysioNet Challenge 2012

Pixel 6

Pixel 6 Main

Pixel 9 Pro Main

Pixel 9 Pro Tele

Plane

polarimetric dataset

PolNet

PolyU

Postcard199

Potsdam

printed trademarks

Private Breast US

Private set (pseudo-CBCT dataset)

proposed benchmark

PSM dataset

PSNR

PSTM synthetic dataset

Public Breast US

Quake 4

QuickBird (Four bands)

Radiometry Correction Dataset

Rain 100L

Rain Streak

Rain100

RainDS-(Rain)

RainDS-(RD+Rain)

RainDS-real

RainDS-real-RD

RainDS-real-RDS

RainDS-Syn-Rain

RainDS-Syn-RD-Rain

RainRAG

RASMD

Raw-to-Raw dataset

Raw2ah

RB2V Street

RD

Real captured images

Real JamesSet [9]

real test set

Real-1000

real-ISP

Real-MFF

Real-UltraSR

real-world dataset

real-world deraining dataset

real-world MPI dataset

Real-world Smoke

Real-world Dataset

RealBench

Realblur dataset

Realblur dataset [30]

Realblur dataset[30]

RealBlur-50

RealBlur-R(trained on GoPro)

RealBSR-RAW

RealBSR-RGB

RealCE

RealD2K

RealRain1K-L

RealSR×4

RealVSR

Rectified wide-angle image rectangling T2

REDS-val-300

REDS-val-300 [40]

REED

Reface-Test

ReLoBlur

ReLoBlur+GoPro

RetouchingFFHQ++

RLE

Roots

Rotation correction T4

RS-Cloud

RS-Homo

RS-Real

rtts

RW^2AH

S2-NAIP

S20FE

S22+

S23U Tele 1

S24U Tele 2

Sailboat(256 × 256 × 3)

Samsung S7 dataset

Samsung S7 ISP

SArena

SC

Screen-Compound

ScreenImage

SD-Prompt

SD1

SDE

SDE-indoor

SDE-outdoor

SDSD_indoor

SDSD_outdoor

Second dialogue state tracking challenge

Seismic deconvolution

Sen2 MTC New

Sen2_MTC_New

Sen2venus - 4x upscaling

Set12 sigma70

Set13

Set14 lambda30

Set14 lambda5-50

Set14 sigma25

Set14 sigma5-50

Set5 - 5x upscaling

Set5 - 6x upscaling

SEVIR

SFIN Dataset

ShapeNet synthetic NLOS dataset

SHEN2020

SHREC2020

SHREC2021

SICE-Grad

SICE-Mix

SICE-v2

SIDD-Medium

SIDD-Validation

SIED

simulated

simulated event data

Simulated Pathology

simulation dataset

Simulation Scenes

Site A

Site B

Skysat

Snow

Snow 100K

Solid

Song

SOTS-Mix

SPA

Spec-Face

SportsSloMo-CVS

SPPE

SREDS

SRRS

StainDoc

StainDoc Mark

StainDoc Seal

Stitched image rectangling T3

STL10

Stripes

Stroke

Sub-Region I

Sub-Region II

SUIM-E

SUN 360

SUN 360 Panorama

Sun et al. dataset

Suzie

SV-CT

SVGenius

SynDatasets

SYNTH

Synthesized mixed distortion dataset

Synthetic 500

Synthetic BurstSR

synthetic data

Synthetic dataset (MSCOCO-based)

synthetic low-light Raw dataset

synthetic numerical phantoms

SynWeather

T-OLED

tCoR

TDD

Teeth

TemMat

Texture Dataset

TianSet [23]

Times

Tiny-ImageNet

TLIE

TMM22

Tomo-1qvr

Tomo-5lzf

Toy

ToysFace(256 × 256 × 31)

ToysFlowers(256 × 256 × 31)

Tumor Cell

TURBID

Two-Photon Mice

U100

UAV-Rain1k

UCMerced LandUse

UDPET DRF-100 (1% Count)

UGC

UHD-moire

UHD-noise

UHDN_{\sigma=50}

UHDR dataset

UHDSnow

Ultrasound

Urabn100

Urban100 - 16x upscaling

Urban100 (Quality 10 Color)

Urban100 (Quality 10 Grayscale)

Urban100 (Quality 20 Color)

Urban100 (Quality 20 Grayscale)

Urban100 (Quality 30 Color)

Urban100 (Quality 30 Grayscale)

Urban100 (Quality 40 Color)

Urban100 (Quality 40 Grayscale)

USR-248 - 4x upscaling

UWScene

UZ-ST

VCD

VE-LOL

vggface2

Videos

Videos News, Carphone, Hall Monitor (144 × 176 × 100)

ViT-RefineNet dataset

VOCd

VoxCeleb2

W-C

Walnut Slice Dataset

Washington DC(256 × 256 × 191)Botswana(256 × 256 × 145)

Washington DC(256 × 256 × 191)Salinas(217 × 217 × 224)

WDC dataset

WDC mall

WeatherBench-rain

WeatherStream

WebFace

Wei et al. (2018) dataset

Wikimedia Quality Images (WQIs)

Wild55

WorldView II

WorldView III

WorldView-II (Eight bands)

Worldview3

WSRD+

WV2

XD

Xiong'an

XVFI

Yang et al. (2020) dataset

Yunmeng Shuihudi Han Slips

YUV

Z-Fold 3

Zero-Day

Zhang et al. dataset

Zhang et al. dataset [42]

Zhuhai-1

Zurich Raw-to-RGB

Zurich raw-to-RGB dataset

Zurich raw-to-sRGB dataset