SOTAVerified

Image Inpainting

Remove the preview tag from template

Papers

Showing 251300 of 708 papers

TitleStatusHype
PiiGAN: Generative Adversarial Networks for Pluralistic Image InpaintingCode0
A nonlocal feature-driven exemplar-based approach for image inpaintingCode0
From Patches to Images: A Nonparametric Generative ModelCode0
Sparse + Low Rank Decomposition of Annihilating Filter-based Hankel Matrix for Impulse Noise RemovalCode0
Perceptual Adversarial Networks for Image-to-Image TransformationCode0
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
PAGANDA: An Adaptive Task-Independent Automatic Data AugmentationCode0
One Network to Solve Them All -- Solving Linear Inverse Problems Using Deep Projection ModelsCode0
On the Contractivity of Plug-and-Play OperatorsCode0
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image TranslationCode0
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-ConsistencyCode0
C3N:Content-Constrained Convolutional Network for Mural Image CompletionCode0
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection ModelsCode0
Painting Outside the Box: Image Outpainting with GANsCode0
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent SpaceCode0
Region-wise Generative Adversarial ImageInpainting for Large Missing AreasCode0
Diffusion Models with Anisotropic Gaussian Splatting for Image InpaintingCode0
Diffusion Models as Masked AutoencodersCode0
Multi-Modality Image Inpainting using Generative Adversarial NetworksCode0
Diffusion-based image inpainting with internal learningCode0
Multi-feature Co-learning for Image InpaintingCode0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationCode0
MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image InpaintingCode0
Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient RegularizationCode0
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious CorrelationsCode0
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion ModelsCode0
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion ModelsCode0
ANDA: A Novel Data Augmentation Technique Applied to Salient Object DetectionCode0
Deep Video InpaintingCode0
Blind Image Denoising and Inpainting Using Robust Hadamard AutoencodersCode0
Deep Structured Energy-Based Image InpaintingCode0
Leveraging Depth Maps and Attention Mechanisms for Enhanced Image InpaintingCode0
Localization of Deep Inpainting Using High-Pass Fully Convolutional NetworkCode0
Learning Stationary Markov Processes with Contrastive AdjustmentCode0
Learning Pyramid-Context Encoder Network for High-Quality Image InpaintingCode0
Learning Energy-Based Models by Cooperative Diffusion Recovery LikelihoodCode0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
deepCR: Cosmic Ray Rejection with Deep LearningCode0
Deep Generalized Convolutional Sum-Product NetworksCode0
LaFIn: Generative Landmark Guided Face InpaintingCode0
Laplacian Convolutional Representation for Traffic Time Series ImputationCode0
Learnable Gated Temporal Shift Module for Deep Video InpaintingCode0
Correcting Faulty Road Maps by Image InpaintingCode0
A coarse-to-fine approach for dynamic-to-static image translationCode0
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank DeterminationCode0
Interactive Image Inpainting Using Semantic GuidanceCode0
Inverse Problems with Diffusion Models: A MAP Estimation PerspectiveCode0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
Indoor Depth Completion with Boundary Consistency and Self-AttentionCode0
Show:102550
← PrevPage 6 of 15Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HFillFID28.92Unverified
2SEELEFID24.4Unverified
3TFill (20-50% free-form)FID22.13Unverified
4EdgeConnectFID12.66Unverified
5AOT GANFID10.64Unverified
6CR-FillFID9.66Unverified
7DeepFill v2FID9.27Unverified
8ProFillFID7.7Unverified
9MADFFID7.53Unverified
10LAMAFID2.97Unverified
#ModelMetricClaimedVerifiedStatus
1A+yFID181.56Unverified
2A+yFID103.3Unverified
3A+yFID54.31Unverified
4RePaintFID14.19Unverified
5DDRMFID12.53Unverified
6DDRMFID6.24Unverified
7DDNMFID4.54Unverified
8DDNMFID1.41Unverified
9ConPreDiffLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1A+yFID72.71Unverified
2DGPFID64.34Unverified
3A+yFID55.42Unverified
4RePaintFID12.31Unverified
5DDRMFID4.82Unverified
6DDNMFID3.89Unverified
7WavePaintFID3.21Unverified
8DDRMFID1.48Unverified
9DDNMFID1.15Unverified
#ModelMetricClaimedVerifiedStatus
1HiFill (128×128 center mask)FID16.9Unverified
2HiFill (20-30% free form)FID15.7Unverified
3DeepFillv2 (128×128 center mask)FID15.3Unverified
4TFill (20-30% free form)FID15.2Unverified
5DeepFillv2 (20-30% free form)FID13.5Unverified
6Palette (128×128 center mask)FID11.9Unverified
7Palatte (20-30% free form)FID11.7Unverified
#ModelMetricClaimedVerifiedStatus
1ICTFID12.84Unverified
2LaMaFID8.15Unverified
3MADFFID6.83Unverified
4CoModGANFID5.65Unverified
5WavePaintFID5.53Unverified
6MATFID4.86Unverified
#ModelMetricClaimedVerifiedStatus
1CoModGANFID3.7Unverified
2TFillFID3.5Unverified
3SH-GANFID3.4Unverified
#ModelMetricClaimedVerifiedStatus
1SN-PatchGANLPIPS0.24Unverified
2BRGMLPIPS0.19Unverified
#ModelMetricClaimedVerifiedStatus
1Coherent Semantic Attention for Image Inpainting40-50% Mask PSNR23.1Unverified
2Image Inpainting with Learnable Bidirectional Attention Maps40-50% Mask PSNR22.62Unverified
#ModelMetricClaimedVerifiedStatus
1DVIMAE6.14Unverified
#ModelMetricClaimedVerifiedStatus
1DVIRMSE9.63Unverified
#ModelMetricClaimedVerifiedStatus
1GGLAL1 error1.2Unverified
#ModelMetricClaimedVerifiedStatus
1SRNetSSIM0.79Unverified