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Image Inpainting

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Papers

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Showing 126–150 of 708 papers

TitleStatusHype
Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image InpaintingCode2
Locate, Assign, Refine: Taming Customized Promptable Image Inpainting—0
Don't Look into the Dark: Latent Codes for Pluralistic Image Inpainting—0
Bidirectional Consistency ModelsCode1
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)—0
Inpainting-Driven Mask Optimization for Object Removal—0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting—0
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and CompatibilityCode3
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation—0
Efficient Diffusion Model for Image Restoration by Residual ShiftingCode5
Open-Vocabulary Scene Text Recognition via Pseudo-Image Labeling and Margin Loss—0
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch DiffusionCode5
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and RefinementCode1
Randomized Approach to Matrix Completion: Applications in Collaborative Filtering and Image InpaintingCode1
Diffusion Model-Based Image Editing: A SurveyCode4
Generative AI in Vision: A Survey on Models, Metrics and Applications—0
HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced AttentionCode2
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction—0
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss—0
LatentPaint: Image Inpainting in Latent Space with Diffusion Models—0
Repositioning the Subject within ImageCode1
Text Image Inpainting via Global Structure-Guided Diffusion ModelsCode2
Inpainting Normal Maps for Lightstage data—0
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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