SOTAVerified

Image Inpainting

Remove the preview tag from template

Papers

Showing 1–50 of 708 papers

TitleStatusHype
RePaintGS: Reference-Guided Gaussian Splatting for Realistic and View-Consistent 3D Scene Inpainting—0
MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting—0
3DeepRep: 3D Deep Low-rank Tensor Representation for Hyperspectral Image Inpainting—0
Geological Field Restoration through the Lens of Image Inpainting—0
DreamDance: Animating Character Art via Inpainting Stable Gaussian Worlds—0
Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation—0
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion ModelsCode0
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting—0
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling—0
PixelHacker: Image Inpainting with Structural and Semantic ConsistencyCode3
Leveraging Depth Maps and Attention Mechanisms for Enhanced Image InpaintingCode0
DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models—0
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional LearningCode0
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal—0
A^TA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting—0
OmnimatteZero: Training-free Real-time Omnimatte with Pre-trained Video Diffusion Models—0
Depth-Aided Color Image Inpainting in Quaternion Domain—0
MTV-Inpaint: Multi-Task Long Video Inpainting—0
Autoregressive Image Generation with Randomized Parallel DecodingCode2
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation—0
WonderVerse: Extendable 3D Scene Generation with Video Generative Models—0
MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction—0
Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways—0
VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context ControlCode4
TextDoctor: Unified Document Image Inpainting via Patch Pyramid Diffusion Models—0
IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement—0
Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion ModelCode1
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
ARTInp: CBCT-to-CT Image Inpainting and Image Translation in Radiotherapy—0
MatIR: A Hybrid Mamba-Transformer Image Restoration ModelCode1
Binary Diffusion Probabilistic Model—0
VipDiff: Towards Coherent and Diverse Video Inpainting via Training-free Denoising Diffusion Models—0
Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observationsCode0
VDOR: A Video-based Dataset for Object Removal via Sequence Consistency—0
InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models—0
CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models—0
EliGen: Entity-Level Controlled Image Generation with Regional AttentionCode0
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting—0
MIRE: Matched Implicit Neural Representations—0
ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting—0
MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image InpaintingCode0
Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion ModelCode1
BrushEdit: All-In-One Image Inpainting and Editing—0
RAD: Region-Aware Diffusion Models for Image Inpainting—0
AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting—0
Moderating the Generalization of Score-based Generative Model—0
Generalized Least Squares Kernelized Tensor FactorizationCode0
Show:102550
← PrevPage 1 of 15Next →

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