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Image Inpainting

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Papers

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Showing 301–325 of 708 papers

TitleStatusHype
Boundless: Generative Adversarial Networks for Image Extension—0
DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs—0
An Edge Information and Mask Shrinking Based Image Inpainting Approach—0
DIFAI: Diverse Facial Inpainting using StyleGAN Inversion—0
Dictionary Learning from Incomplete Data—0
Bounded Manifold Completion—0
3D-Consistent Image Inpainting with Diffusion Models—0
Both Spatial and Frequency Cues Contribute to High-Fidelity Image Inpainting—0
An Edge Driven Wavelet Frame Model for Image Restoration—0
Depth-Aided Color Image Inpainting in Quaternion Domain—0
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain—0
Boosted GAN with Semantically Interpretable Information for Image Inpainting—0
Adversarial Inpainting of Medical Image Modalities—0
Image Inpainting with Onion Convolutions—0
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs—0
Adversarial Examples are Misaligned in Diffusion Model Manifolds—0
A Comparative Study for the Nuclear Norms Minimization Methods—0
Deep Stacked Networks with Residual Polishing for Image Inpainting—0
An Analysis of Generative Methods for Multiple Image Inpainting—0
Deep Likelihood Network for Image Restoration with Multiple Degradation Levels—0
Binary Diffusion Probabilistic Model—0
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal—0
Image Inpainting using Partial Convolution—0
Deep Inception Generative Network for Cognitive Image Inpainting—0
Deep Generative Models for Decision-Making and Control—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