SOTAVerified

Image-to-Image Translation

Image-to-Image Translation is a task in computer vision and machine learning where the goal is to learn a mapping between an input image and an output image, such that the output image can be used to perform a specific task, such as style transfer, data augmentation, or image restoration.

( Image credit: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks )

Papers

Showing 851900 of 1184 papers

TitleStatusHype
Conditional Score Guidance for Text-Driven Image-to-Image Translation0
Alias-Free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space0
Consistent123: Improve Consistency for One Image to 3D Object Synthesis0
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters0
Advancing H&E-to-IHC Stain Translation in Breast Cancer: A Multi-Magnification and Attention-Based Approach0
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation0
Continuously Controllable Facial Expression Editing in Talking Face Videos0
ContourDiff: Unpaired Image-to-Image Translation with Structural Consistency for Medical Imaging0
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing0
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing0
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation0
A Framework for Generalizing Critical Heat Flux Detection Models Using Unsupervised Image-to-Image Translation0
Contrastive Learning for Unsupervised Image-to-Image Translation0
Contrastive Learning Guided Latent Diffusion Model for Image-to-Image Translation0
Contrastive Unpaired Translation using Focal Loss for Patch Classification0
Controllable Image Synthesis via SegVAE0
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation0
Controlling biases and diversity in diverse image-to-image translation0
Controlling the Latent Space of GANs through Reinforcement Learning: A Case Study on Task-based Image-to-Image Translation0
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning0
Sparsity Aware Normalization for GANs0
Could We Generate Cytology Images from Histopathology Images? An Empirical Study0
Counterfactual Image Generation for adversarially robust and interpretable Classifiers0
CPOT: Channel Pruning via Optimal Transport0
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency0
Critical heat flux diagnosis using conditional generative adversarial networks0
Cross-conditioned Diffusion Model for Medical Image to Image Translation0
Cross-Domain Cascaded Deep Feature Translation0
Cross-Domain Cascaded Deep Translation0
Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders0
Cross Domain Knowledge Learning with Dual-branch Adversarial Network for Vehicle Re-identification0
Cross Domain Knowledge Transfer for Unsupervised Vehicle Re-identification0
Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model0
Crossing-Domain Generative Adversarial Networks for Unsupervised Multi-Domain Image-to-Image Translation0
Cross-modal Face- and Voice-style Transfer0
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models0
Cross-modal Latent Space Alignment for Image to Avatar Translation0
Cross-Region Domain Adaptation for Class-level Alignment0
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks0
CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning0
CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation0
Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin0
Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs0
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN0
CycleGAN Models for MRI Image Translation0
CycleGAN with Better Cycles0
CycleGAN with three different unpaired datasets0
Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis0
TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays0
DASGAN -- Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HRDA + PiPamIoU (13 classes)74.8Unverified
2MICmIoU (13 classes)74Unverified
3HRDAmIoU (13 classes)72.4Unverified
4SePiComIoU (13 classes)71.4Unverified
5CAMix (w DAFormer)mIoU (13 classes)69.2Unverified
6DAFormer + ProCSTmIoU (13 classes)68.2Unverified
7DAFormermIoU (13 classes)67.4Unverified
8TransDA-BmIoU (13 classes)66.3Unverified
9CPSLmIoU (13 classes)65.3Unverified
10ProDA+CRAmIoU (13 classes)63.7Unverified
#ModelMetricClaimedVerifiedStatus
1MICmIoU75.9Unverified
2HRDA + PiPamIoU75.6Unverified
3HRDAmIoU73.8Unverified
4DAFormer + PiPamIoU71.7Unverified
5SePiComIoU70.3Unverified
6CAMix (w DAFormer)mIoU70Unverified
7DAFormer + ProCSTmIoU69.4Unverified
8DAFormermIoU68.3Unverified
9TransDA-BmIoU63.9Unverified
10DDBmIoU62.7Unverified
#ModelMetricClaimedVerifiedStatus
1DP-SIMS (ConvNext-L)mIoU76.3Unverified
2DP-GANmIoU73.6Unverified
3OASISmIoU69.3Unverified
4SPADE + SESAMEmIoU66Unverified
5CC-FPSEmIoU65.5Unverified
6SPADE + FFLmIoU64.2Unverified
7CC-FPSE-AUGmIoU63.1Unverified
8SPADEmIoU62.3Unverified
9SB-GANFID60.39Unverified
10pix2pixHDmIoU58.3Unverified
#ModelMetricClaimedVerifiedStatus
1Pix2PixHD-AUGAccuracy77.9Unverified
2DP-SIMS (ConvNext-L)mIoU54.3Unverified
3DP-GANmIoU52.7Unverified
4SCDMmIoU49.4Unverified
5SPADE + SESAMEmIoU49Unverified
6OASISmIoU48.8Unverified
7CC-FPSE-AUGmIoU44Unverified
8CC-FPSEmIoU43.7Unverified
9SPADEmIoU38.5Unverified
10VQGAN+TransformerFID35.5Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixHDFID111.5Unverified
2CRNFID70.4Unverified
3Pix2PixHD-AUGFID54.2Unverified
4USIS-WaveletFID28.6Unverified
5USISFID27.8Unverified
6SPADEFID22.6Unverified
7VQGAN+TransformerFID22.4Unverified
8CC-FPSEFID19.2Unverified
9CC-FPSE-AUGFID19.1Unverified
10OASISFID17Unverified
#ModelMetricClaimedVerifiedStatus
1CoCosNetFID42.4Unverified
2DP-GANmIoU40.4Unverified
3OASISmIoU40.4Unverified
4SPADEmIoU30.8Unverified
5pix2pixHDmIoU17.4Unverified
6CRNmIoU16.5Unverified
7SIMSmIoU13.1Unverified
#ModelMetricClaimedVerifiedStatus
1EGSDEFID30.61Unverified
2PonoSPadaINFID23.8Unverified
3PHStarGANv2 n=3FID16.63Unverified
4PHStarGANv2 n=4FID16.54Unverified
5CoCosNetFID14.3Unverified
6StarGAN v2FID13.73Unverified
#ModelMetricClaimedVerifiedStatus
1MICmAP47.6Unverified
2SSA-DAmAP42.5Unverified
3MCARmAP38.8Unverified
4Progressive Domain AdaptationmAP36.9Unverified
5Diversify & MatchmAP34.6Unverified
6FRCNN in the wildmAP27.6Unverified
#ModelMetricClaimedVerifiedStatus
1CouncilGANDFID172.5Unverified
2DRIT++DFID160.1Unverified
3StarGANv2DFID53.6Unverified
4GNRDFID26.1Unverified
5U-GAT-ITKernel Inception Distance7.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixClass IOU0.32Unverified
2CycleGANClass IOU0.16Unverified
3CoGANClass IOU0.08Unverified
4SimGANClass IOU0.07Unverified
5BiGANClass IOU0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pyramidpix2pixAverage PSNR21.16Unverified
2pix2pixHDAverage PSNR19.63Unverified
3pix2pixAverage PSNR19.33Unverified
4cycleGANAverage PSNR16.2Unverified
#ModelMetricClaimedVerifiedStatus
1Pix2NextPSNR23.45Unverified
2IRFormerPSNR17.74Unverified
3BCIPSNR11.14Unverified
4pix2pixPSNR4.19Unverified
#ModelMetricClaimedVerifiedStatus
1CycleGANFrechet Inception Distance89.7Unverified
2PoL (CycleGAN)Frechet Inception Distance53Unverified
3CycleGANASFrechet Inception Distance38.06Unverified
4U-GAT-ITKernel Inception Distance7.06Unverified
#ModelMetricClaimedVerifiedStatus
1pyramidpix2pixPSNR12.19Unverified
2cycleGANPSNR11.22Unverified
3pix2pixHDPSNR11.16Unverified
4pix2pixPSNR10.77Unverified
#ModelMetricClaimedVerifiedStatus
1IcGANClassification Error8.07Unverified
2CycleGANClassification Error5.99Unverified
3DIAClassification Error4.1Unverified
4StarGANClassification Error2.12Unverified
#ModelMetricClaimedVerifiedStatus
1DRIT++DFID94.6Unverified
2StarGANv2DFID83Unverified
3CouncilGANDFID56.2Unverified
4GNRDFID35.6Unverified
#ModelMetricClaimedVerifiedStatus
1PoL (CycleGAN)Frechet Inception Distance152.7Unverified
2CycleGANFrechet Inception Distance151.4Unverified
3U-GAT-ITKernel Inception Distance4.28Unverified
#ModelMetricClaimedVerifiedStatus
1CycleGANFrechet Inception Distance163.4Unverified
2PoL (CycleGAN)Frechet Inception Distance134.4Unverified
3U-GAT-ITKernel Inception Distance5.61Unverified
#ModelMetricClaimedVerifiedStatus
1PoL (CycleGAN)Frechet Inception Distance112.3Unverified
2CycleGANFrechet Inception Distance110.5Unverified
3U-GAT-ITKernel Inception Distance7.47Unverified
#ModelMetricClaimedVerifiedStatus
1cGANClass IOU0.26Unverified
2DualGANClass IOU0.09Unverified
#ModelMetricClaimedVerifiedStatus
1StarGAN v2LPIPS0.52Unverified
2LPIPS0.12Unverified
#ModelMetricClaimedVerifiedStatus
1U-GAT-ITKernel Inception Distance11.52Unverified
2FQ-GANKernel Inception Distance10.23Unverified
#ModelMetricClaimedVerifiedStatus
1CoCosNetFID14.4Unverified
2INADEFID9.97Unverified
#ModelMetricClaimedVerifiedStatus
1InstaGANclassification score78.1Unverified
2CycleGANclassification score59.4Unverified
#ModelMetricClaimedVerifiedStatus
1U-GAT-ITKernel Inception Distance11.61Unverified
2FQ-GANKernel Inception Distance11.4Unverified
#ModelMetricClaimedVerifiedStatus
1CyCADAmIoU63.3Unverified
2FCNs in the wildmIoU59.6Unverified
#ModelMetricClaimedVerifiedStatus
1hi10 way 1~2 shot457Unverified
#ModelMetricClaimedVerifiedStatus
1SB-GANFID48.15Unverified
#ModelMetricClaimedVerifiedStatus
1EGSDEFID51.04Unverified
#ModelMetricClaimedVerifiedStatus
1EGSDEFID50.43Unverified
#ModelMetricClaimedVerifiedStatus
1Shared discriminator GANKernel Inception Distance4.4Unverified
#ModelMetricClaimedVerifiedStatus
1ResViTPSNR26.9Unverified
#ModelMetricClaimedVerifiedStatus
1U-GAT-ITKernel Inception Distance8.15Unverified
#ModelMetricClaimedVerifiedStatus
1SynDiffPSNR30.42Unverified
#ModelMetricClaimedVerifiedStatus
1SRNetAverage PSNR21.12Unverified
#ModelMetricClaimedVerifiedStatus
1U-GAT-ITKernel Inception Distance1.79Unverified
#ModelMetricClaimedVerifiedStatus
1U-GAT-ITKernel Inception Distance1.69Unverified
#ModelMetricClaimedVerifiedStatus
1Shared discriminator GANKernel Inception Distance5.8Unverified