Image Inpainting

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Showing 376–400 of 708 papers

Title	Date	Tasks	Status
Generative Image Inpainting with Submanifold Alignment	Aug 1, 2019	Image InpaintingImage Restoration	—Unverified
Generative Memory-Guided Semantic Reasoning Model for Image Inpainting	Oct 1, 2021	Image Inpainting	—Unverified
Generative Model for Heterogeneous Inference	Apr 26, 2018	DenoisingImage Inpainting	—Unverified
Generative Steganography by Sampling	Apr 26, 2018	Image Inpainting	—Unverified
Generator Pyramid for High-Resolution Image Inpainting	Dec 4, 2020	Image InpaintingTexture Synthesis	—Unverified
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding	Jan 20, 2022	3D geometryDepth Estimation	—Unverified
Geological Field Restoration through the Lens of Image Inpainting	Jun 5, 2025	Image InpaintingMissing Values	—Unverified
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP	Apr 27, 2020	ClusteringColorization	—Unverified
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting	May 15, 2022	Image InpaintingSSIM	—Unverified
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation	Dec 3, 2021	DenoisingImage Generation	—Unverified
GPU-Accelerated Mobile Multi-view Style Transfer	Mar 2, 2020	GPUImage Inpainting	—Unverified
Gradpaint: Gradient-Guided Inpainting with Diffusion Models	Sep 18, 2023	DenoisingImage Generation	—Unverified
GRIG: Few-Shot Generative Residual Image Inpainting	Apr 24, 2023	Image Inpainting	—Unverified
Group Sparse Coding for Image Denoising	Dec 22, 2022	DenoisingImage Denoising	—Unverified
Guaranteed Matrix Completion Under Multiple Linear Transformations	Jun 1, 2019	Image InpaintingLow-Rank Matrix Completion	—Unverified
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes	Mar 15, 2020	Image InpaintingSemantic Segmentation	—Unverified
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems	Jun 29, 2023	Image Inpainting	—Unverified
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image	Mar 22, 2018	Image Inpainting	—Unverified
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration	Jul 11, 2024	Cloud RemovalDenoising	—Unverified
Hadamard product in deep learning: Introduction, Advances and Challenges	Apr 17, 2025	Computational EfficiencyDeep Learning	—Unverified
Hallucinating Visual Instances in Total Absentia	Aug 1, 2020	HallucinationImage Inpainting	—Unverified
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation	Feb 25, 2019	Conditional Image GenerationDiversity	—Unverified
Hierarchical Approach for Total Variation Digital Image Inpainting	Jul 16, 2012	Image Inpainting	—Unverified
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion	Apr 17, 2025	Generative Adversarial NetworkImage Inpainting	—Unverified
High-Fidelity Image Inpainting with GAN Inversion	Aug 25, 2022	Image InpaintingVocal Bursts Intensity Prediction	—Unverified

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All datasets Places2 CelebA ImageNet Places2 val CelebA-HQ FFHQ 512 x 512 FFHQ 1024 x 1024 Paris StreetView ApolloScape Apolloscape Inpainting Places365 StreetView

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	HFill	FID	28.92	—	Unverified
2	SEELE	FID	24.4	—	Unverified
3	TFill (20-50% free-form)	FID	22.13	—	Unverified
4	EdgeConnect	FID	12.66	—	Unverified
5	AOT GAN	FID	10.64	—	Unverified
6	CR-Fill	FID	9.66	—	Unverified
7	DeepFill v2	FID	9.27	—	Unverified
8	ProFill	FID	7.7	—	Unverified
9	MADF	FID	7.53	—	Unverified
10	LAMA	FID	2.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	181.56	—	Unverified
2	A+y	FID	103.3	—	Unverified
3	A+y	FID	54.31	—	Unverified
4	RePaint	FID	14.19	—	Unverified
5	DDRM	FID	12.53	—	Unverified
6	DDRM	FID	6.24	—	Unverified
7	DDNM	FID	4.54	—	Unverified
8	DDNM	FID	1.41	—	Unverified
9	ConPreDiff	LPIPS	0.02	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	72.71	—	Unverified
2	DGP	FID	64.34	—	Unverified
3	A+y	FID	55.42	—	Unverified
4	RePaint	FID	12.31	—	Unverified
5	DDRM	FID	4.82	—	Unverified
6	DDNM	FID	3.89	—	Unverified
7	WavePaint	FID	3.21	—	Unverified
8	DDRM	FID	1.48	—	Unverified
9	DDNM	FID	1.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HiFill (128×128 center mask)	FID	16.9	—	Unverified
2	HiFill (20-30% free form)	FID	15.7	—	Unverified
3	DeepFillv2 (128×128 center mask)	FID	15.3	—	Unverified
4	TFill (20-30% free form)	FID	15.2	—	Unverified
5	DeepFillv2 (20-30% free form)	FID	13.5	—	Unverified
6	Palette (128×128 center mask)	FID	11.9	—	Unverified
7	Palatte (20-30% free form)	FID	11.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ICT	FID	12.84	—	Unverified
2	LaMa	FID	8.15	—	Unverified
3	MADF	FID	6.83	—	Unverified
4	CoModGAN	FID	5.65	—	Unverified
5	WavePaint	FID	5.53	—	Unverified
6	MAT	FID	4.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CoModGAN	FID	3.7	—	Unverified
2	TFill	FID	3.5	—	Unverified
3	SH-GAN	FID	3.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SN-PatchGAN	LPIPS	0.24	—	Unverified
2	BRGM	LPIPS	0.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Coherent Semantic Attention for Image Inpainting	40-50% Mask PSNR	23.1	—	Unverified
2	Image Inpainting with Learnable Bidirectional Attention Maps	40-50% Mask PSNR	22.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	MAE	6.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	RMSE	9.63	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GGLA	L1 error	1.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRNet	SSIM	0.79	—	Unverified