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Image Inpainting

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Papers

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Showing 351–375 of 708 papers

TitleStatusHype
TextIR: A Simple Framework for Text-based Editable Image Restoration—0
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling—0
DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models—0
Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images—0
Efficient texture-aware multi-GAN for image inpainting—0
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation—0
Image Inpainting with Onion Convolutions—0
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting—0
Image processing in DNA—0
Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation—0
DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs—0
DIFAI: Diverse Facial Inpainting using StyleGAN Inversion—0
Image Restoration Using Joint Statistical Modeling in Space-Transform Domain—0
Dictionary Learning from Incomplete Data—0
IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement—0
Depth-Aided Color Image Inpainting in Quaternion Domain—0
Improve Deep Image Inpainting by Emphasizing the Complexity of Missing Regions—0
Texture Transform Attention for Realistic Image Inpainting—0
Improving Cross-modal Alignment for Text-Guided Image Inpainting—0
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain—0
Improving Diffusion-Based Image Synthesis with Context Prediction—0
Deep Stacked Networks with Residual Polishing for Image Inpainting—0
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network—0
Deep Likelihood Network for Image Restoration with Multiple Degradation Levels—0
Deep Inception Generative Network for Cognitive Image Inpainting—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