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Édition d'images
Modification des images en fonction des instructions de l'utilisateur, telles que le retouche (inpainting), le transfert de style, la suppression d'objets ou la manipulation d'attributs.
Classement
100 modèles au total
Benchmarks
PIE-Bench
CelebA-HQ
StarGAN v2
ImageNet
WavePaint
FFHQ
BDD-100K
GTAV-to-Cityscapes Labels
ResNet101 65.1
VITON-HD
Celeb-A
DDNM
Places2
ASUKA
MS-COCO
Cityscapes Labels-to-Photo
Pix2pix
MagicBrush
ADE20K Labels-to-Photos
CoCosNet
iHarmony4
HDNet
BrushBench
COCO-Stuff Labels-to-Photos
PITI
Dress Code
EditBench
COCO-30K
PIE-benchmark
VITON
CP-VTON+
Places2 val
Palatte (20-30% free form)
SPIn-NeRF
LAION-5B
StyleBench
StyleShot
ADE20K-Outdoor Labels-to-Photos
CoCosNet
DragBench
Emu-Edit
HAdobe5k(1024$ imes$1024)
DucoNet
SFHQ
Stanford-ORB
Cityscapes-to-Foggy Cityscapes
MIC
COCO
IXI
ResViT
MIT-Adobe-5K
MAXIM
OpenImages
Parti
Places
COCO-A
Deep-Fashion
CoCosNet
MNIST
VIDIT’20 validation set
OIDDR-Net
Wiki Art
StyleFlow-Content-Fixed-I2I
20 real images
BCI
pyramidpix2pix
cat2dog
CelebAMask-HQ
DreamBench
DressCode (Unpaired)
FFHQ 512 x 512
FLIR
LLFF
LLVIP
LSUN-Bedroom
MultiGen-20M
NeRF scenes
Places-365
Real-ESRGAN dataset
RORDS
selfie2anime
GNR
StreetTryOn
Street TryOn
VITON-HD (Unpaired)
100 Artistic Styles
100 Celebrities
360-USID
3DGS scenes
64 Characters
AnyText-benchmark
CheXpert
COCO-2017
Danbooru2023
DIODE-Outdoor
Edges2Handbags
FCIBench
IconArt
ImageNet-256
industrial animation dataset
Inter-Edit
ISIC
LayerBench
LSUN-Church
MISATO
MIT-Adobe FiveK
MS COCO-2017
NIH
Paint Bucket Colorization Dataset
PST-50
RORD
RORD-Val
ScenePair
SHHQ-1.0
Synthetic dataset
Tamper-Syn2k
TF-ICON
100-image I2I benchmark
AFHQ
StarGAN v2
AFHQ-Cat
AFHQ-dog
ambiguous image generation
AnyEdit
Blood-MNIST
CIFAR-10
COCO-2014
COCO-Captions
COCO-EE
CompBench
Composites
Custom benchmark
Custom evaluation set (30 subjects)
Custom test set (Amazon Berkeley Object + Laval HDR Indoor)
DIODE (256 × 256)
DIODE-Outdoor (256 × 256)
DNA-Bench
DyNeRF
Edges→Handbags
Edges→Handbags (64 × 64)
Emu-Edit benchmark
Extended Benchmark
FairFace
Fashion-MNIST
FFHQ 1024 x 1024
BRGM
FFHQR
fine-grained style dataset
FRLL
held-out counterfactual test set
horse zebra
HQ
I2P
Image Editing dataset
Image2Image Dataset
LSYD
Matterport3D
MIT-Adobe 5k (1080p)
LPTN (L=3)
MIT-Adobe 5k (480p)
LPTN (L=3)
MJHQ-30K
MPV
PF-AFN
MSCOCO-WikiArt
Multi-Turn Editing
nuScenes
OLAT
OrionEditBench
Oxford Flowers
PAS-CAL VOC 2012
PIE Bench
PieBench
Place365-small
Relation252K
RORD validation set
RPLAN
Self-collected benchmark
ShapeTalk
Stanford-Dogs
Structured3D
Synthetic test scenes
SYNTHIA Fall-to-Winter
CYCADA
Virtual Try-All dataset
wide image generation
ZONE and DIV2K
1000 context-style image pairs
300-sample removal test set
360° captured full-body human dataset
3D editing benchmark
3D rendering data (Objaverse)
3DGS Editing
3DObjectEditor
4SKST
50 Celebrities
ABO
ABO + DreamBench++
AceTone-Bench[Instruct]
AceTone-Bench[Transfer]
Additing Benchmark
ADE-Indoor Labels-to-Photo
SB-GAN
ADE20k
AFHQ (Cat to Dog)
AFHQ (Wild to Dog)
EGSDE
AHP
AIM-500
ALE-Bench
AlphaBlend
Anime
AnyBald test set
AnyInsertion
ApolloScape
DVI
Apolloscape Inpainting
Arnold Renderer benchmark
Art Style Erasure
ArtEdit-Bench-Lr
BDD-OIA
Bear Statue
BEHAVE
Benchmark dataset (3,600 pairs)
BigTime
BLB
Blended Noise
BoundID
BR-5K
BraTS
Cat
Cat→Dog
cats-to-others
CBD
CE3D-collect
CelebV-Text
CHEESE
CIFAR10
CliPart
Clothe and Pose
CMDP
CO3D-v2
COCO-Stuff
ColumbiaGaze
Complex-PIE-Bench
ConSwapBench
COR-NeRF
Creative Image Editing
Creative Image Generation
Crello
curated test set
Custom
custom 3D evaluation dataset
Custom Diffusion
Custom test set (200 samples)
DAVIS
day night (BDD100k)
DCI
DEFACTO-Val
Depth Edit Benchmark
Dinosaur
DL3DV-10K
DragBench-D
DragBench-D(R)
DragBench-S
DragBench-S(R)
DreamBench++
DreamBooth
DreamBooth-dataset
DreamFuse test set
DreamOmni2Bench
EBB Val294
EBB400
EBB400-LQ
EditRoom-DB
Ego4D
Emu Edit Test
EntitySeg
EPIC-KITCHENS-100
Erase gun
ETH-XGaze
Eval3DEdit
evaluation data set
Face
Face Swapping
Face to Bitmoji
Face2Comics
Fangzhou
Fashion-AttGAN
FFHQH
PHNet
FFHQR-hard
FFPE2HE
FiVE
Flickr-Scenery
FlowEdit dataset
Free Images
FreiHAND
FUSAR-Ship
Garden
GenPhotoBokeh
Geo-Bench
Geometry Guidance Benchmark
Google 3D Tiles city models
GSO
GOR-IS-Real
GOR-IS-Synthetic
GroupEditBench
GYAFC
BART (TextBox 2.0)
H&E2MAS
H&E2PAS
HaGRID
HE2IHC
HE2mIHC
held-out test set
HieraFashion
HOIBench
HP-Image-40K
HQ-Edit
IBRNet-collect
ICDAR13-Benchmark
IHC4BC
IKEA dataset
Image
Image Editing Task
image relighting
ImageNet (256×256)
ImageNet Inpainting
ImageNet ctest10k
Palette
ImageNet-S20
ImagenHub
Images from FLUX.1-dev
Images from PixArt-α
Images from SD v2.1
IN2N
IN2N and DreamEditor
IN2N/LLFF scenes
Inpaint360GS
Instruction-guided Sketch Editing
InstructPix2Pix
InstructPix2Pix dataset
InterCap
K-Hairstyle
l-ShapeTalk
LADN
LAION
LAMA
LHQ
light stage evaluation set
Line-guided Region Redrawing
LOGO
LV-MHP-v2
M.T.
Makeup Transfer (MT) dataset
Makeup-Wild
Male→Female
Male→Female (128x128)
Male→Female (64x64)
Media art dataset
Microsoft COCO dataset
VTON-IT
MirrorBenchV2
MIST
MIT multi-illumination
Mixed dataset
MMSVG
ModFlows dataset
MPIIIFaceGaze
MS-COCO + WikiArt
MSCOCO Caption 2014 validation set
MTB
MULAN
Multi-Style Malformed Hand-Mesh Dataset
multi-subject generation
MVG
Neural-Gaffer
Non-Rigid Editing Benchmark
nuScenes Dataset
OBER-Test
Objaverse & GSO
OccThuman2.0
OmniObject3D
OmniPBench
OmniTry-Bench
OPA
OPAZ
OpenImage-FCO
OpenImages V5
OpenImages-V6
OpenSARShip
ORIDa
Ornament dataset
Our Benchmark
our test set
PandaSet
Paris StreetView
Pexels
Pexels benchmark
Photo Retouching Dataset (PRD)
Pico-Banana-400K
PIE
PIE-Bench & ELITE
PIE-Bench++
Pixabay-Comp
PNPinversion dataset
Polyhaven
Polyvore
Portrait
PPR10K
PR-TIPS
PRIM
Pure Noise
Real-world test images
RealEstate-10K
RealHM
RemovalBench
Rendered Validation Set
Reposing
RetargetMe
RoomBench
ScanNet++
SFSD (augmented)
ShapeNet
SHHQ
Shopping100k
single-subject generation
Spatial and Nonspatial Relationships
SPIIn-NeRF
SPIn-NeRF and MipNeRF360
Steak
Stone Horse
StreetView
SRNET
Stroke2Sketch-dataset
StructureFashion
StyleGallery benchmark
stylization
Summer→Winter
Syn4Removal-Val
synthetic dataset (957 attribute-edited videos)
synthetic scenes
synthetic validation set
Tanks-and-Temples
TEdBench
Test Light Stage
Test Synthetic
Text-based concepts
Text2Image Dataset
Text2Place
TextMaster-Benchmark
TOP-Bench-X
UBC Fashion Videos
UDiffText benchmark
Unsplash
Unsplash-50
UserBench
VFHQ
VG
Video
VoxCeleb1
VoxCeleb1, VoxCeleb2, HDTF
VTON-HD
W2L test dataset
Waymo
Waymo Open Dataset
WeatherSynthetic
Wild→Cat (64x64)
Wild→Dog
ZONE