SOTAVerified

Image Inpainting

Remove the preview tag from template

Papers

Showing 51100 of 708 papers

TitleStatusHype
Improving Diffusion Models for Inverse Problems using Manifold ConstraintsCode2
MI-GAN: A Simple Baseline for Image Inpainting on Mobile DevicesCode2
Transformer based Pluralistic Image Completion with Reduced Information LossCode2
Image Inpainting via Conditional Texture and Structure Dual GenerationCode1
Image Inpainting for Irregular Holes Using Partial ConvolutionsCode1
CR-Fill: Generative Image Inpainting with Auxiliary Contexutal ReconstructionCode1
Image Fine-grained InpaintingCode1
Efficient data-driven gap filling of satellite image time series using deep neural networks with partial convolutionsCode1
Image Harmonization With TransformerCode1
Are Deep Neural Architectures Losing Information? Invertibility Is IndispensableCode1
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion ModelsCode1
Image inpainting using frequency domain priorsCode1
DVI: Depth Guided Video Inpainting for Autonomous DrivingCode1
EdgeConnect: Generative Image Inpainting with Adversarial Edge LearningCode1
Image Inpainting by End-to-End Cascaded Refinement with Mask AwarenessCode1
Image Inpainting with Edge-guided Learnable Bidirectional Attention MapsCode1
Image2StyleGAN++: How to Edit the Embedded Images?Code1
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image SynthesisCode1
Hyperrealistic Image Inpainting with HypergraphsCode1
Do Inpainting Yourself: Generative Facial Inpainting Guided by ExemplarsCode1
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
Conditional Image Generation by Conditioning Variational Auto-EncodersCode1
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided UpsamplingCode1
High-Resolution Image Editing via Multi-Stage Blended DiffusionCode1
Equivariant Imaging: Learning Beyond the Range SpaceCode1
Ada-LISTA: Learned Solvers Adaptive to Varying ModelsCode1
High-Fidelity Pluralistic Image Completion with TransformersCode1
Image Completion with Heterogeneously Filtered Spectral HintsCode1
Image Inpainting with External-internal Learning and Monochromic BottleneckCode1
Delving Globally into Texture and Structure for Image InpaintingCode1
An End-to-End Computer Vision Methodology for Quantitative MetallographyCode1
Global and Local Attention-Based Free-Form Image InpaintingCode1
Deep Image PriorCode1
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial AttentionCode1
DeepGIN: Deep Generative Inpainting Network for Extreme Image InpaintingCode1
Deep Two-Stage High-Resolution Image InpaintingCode1
Guaranteed Tensor Recovery Fused Low-rankness and SmoothnessCode1
Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive LearningCode1
Deep Random Projector: Accelerated Deep Image PriorCode1
Generative Image Inpainting with Contextual AttentionCode1
Deficiency-Aware Masked Transformer for Video InpaintingCode1
Bridging the Visual Gap: Wide-Range Image BlendingCode1
Adversarial Learning with Mask Reconstruction for Text-Guided Image InpaintingCode1
Simultaneous Image-to-Zero and Zero-to-Noise: Diffusion Models with Analytical Image AttenuationCode1
Generative Modeling in Structural-Hankel Domain for Color Image InpaintingCode1
Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score MatchingCode1
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image RestorationCode1
CR-Fill: Generative Image Inpainting With Auxiliary Contextual ReconstructionCode1
CVAE-GAN: Fine-Grained Image Generation through Asymmetric TrainingCode1
Show:102550
← PrevPage 2 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