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Image Inpainting

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Papers

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Showing 51–75 of 708 papers

TitleStatusHype
3D-Consistent Image Inpainting with Diffusion Models—0
Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting—0
PainterNet: Adaptive Image Inpainting with Actual-Token Attention and Diverse Mask Control—0
Diffusion Models with Anisotropic Gaussian Splatting for Image InpaintingCode0
Improving Detail in Pluralistic Image Inpainting with Feature DequantizationCode1
Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects—0
VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference—0
DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image InpaintingCode2
Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques—0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious CorrelationsCode0
Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting—0
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSMCode1
Image inpainting enhancement by replacing the original mask with a self-attended region from the input image—0
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting—0
ZIM: Zero-Shot Image Matting for AnythingCode3
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationCode0
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference—0
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation CapabilitiesCode2
MagicEraser: Erasing Any Objects via Semantics-Aware ControlCode1
Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting—0
Task-Decoupled Image Inpainting Framework for Class-specific Object Remover—0
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image RestorationCode4
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model—0
Enhanced Wavelet Scattering Network for image inpainting detectionCode0
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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