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Image Inpainting

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Papers

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Showing 101–125 of 708 papers

TitleStatusHype
Quaternion Generative Adversarial Neural Networks and Applications to Color Image Inpainting—0
Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series—0
Diffusion-based image inpainting with internal learningCode0
FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting GuidanceCode1
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image GenerationCode4
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object DetectionCode1
Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation—0
Rényi Neural Processes—0
Multi-scale Semantic Prior Features Guided Deep Neural Network for Urban Street-view Image—0
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model—0
SOEDiff: Efficient Distillation for Small Object Editing—0
Solving Energy-Independent Density for CT Metal Artifact Reduction via Neural Representation—0
Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation—0
SafePaint: Anti-forensic Image Inpainting with Domain Adaptation—0
Paint by Inpaint: Learning to Add Image Objects by Removing Them FirstCode2
ObjectAdd: Adding Objects into Image via a Training-Free Diffusion Modification FashionCode1
Multi-scale Intervention Planning based on Generative Design—0
Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting—0
Sketch-guided Image Inpainting with Partial Discrete Diffusion ProcessCode1
Object Remover Performance Evaluation Methods using Class-wise Object Removal Images—0
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing DomainCode1
RefFusion: Reference Adapted Diffusion Models for 3D Scene Inpainting—0
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery—0
Terrain Point Cloud Inpainting via Signal Decomposition—0
Transformer based Pluralistic Image Completion with Reduced Information LossCode2
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All datasetsPlaces2CelebAImageNetPlaces2 valCelebA-HQFFHQ 512 x 512FFHQ 1024 x 1024Paris StreetViewApolloScapeApolloscape InpaintingPlaces365StreetView

Benchmark Results

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