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Image Inpainting

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Papers

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Showing 351–375 of 708 papers

TitleStatusHype
Efficient Flow-Guided Multi-frame De-fencing—0
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net—0
Emu Edit: Precise Image Editing via Recognition and Generation Tasks—0
Enhancement of damaged-image prediction through Cahn-Hilliard Image Inpainting—0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques—0
Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning—0
Entropy Based Cartoon Texture Separation—0
Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting—0
Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways—0
Estimating localized complexity of white-matter wiring with GANs—0
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting—0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
Fast Adaptation for Human Pose Estimation via Meta-Optimization—0
Faster Unsupervised Semantic Inpainting: A GAN Based Approach—0
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)—0
FiNet: Compatible and Diverse Fashion Image Inpainting—0
Foreground-aware Image Inpainting—0
Foreground-guided Facial Inpainting with Fidelity Preservation—0
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference—0
Free-Form Image Inpainting via Contrastive Attention Network—0
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—0
Connecting Image Inpainting with Denoising in the Homogeneous Diffusion Setting—0
GAN-based Algorithm for Efficient Image Inpainting—0
Generative AI in Vision: A Survey on Models, Metrics and Applications—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