Image Inpainting on CelebA-HQ

12개 결과 · ⬇ CSV · JSON

FID 낮을수록 좋음

Rank	Model	FID	P-IDS	U-IDS	Paper	Code	Year
1	MAT	4.86	13.83	25.33	MAT: Mask-Aware Transformer for Large Hole Image Inpainting	fenglinglwb/mat	2022
2	WavePaint	5.53	–	–	WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting	pranavphoenix/WavePaint	2023
3	CoModGAN	5.65	11.23	22.54	Large Scale Image Completion via Co-Modulated Generative Adversarial Networks	zsyzzsoft/co-mod-gan	2021
4	MADF	6.83	3.41	11.26	Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness	MADF-inpainting/Pytorch-MADF	2021
5	LaMa	8.15	2.07	7.58	Resolution-robust Large Mask Inpainting with Fourier Convolutions	saic-mdal/lama · advimman/lama · geekyutao/inpaint-anything · +5	2021
6	ICT	12.84	0.13	0.58	High-Fidelity Pluralistic Image Completion with Transformers	raywzy/ICT · yangyucheng000/ICT · karynaur/ICT · +1	2021
7	MAT	4.86	13.83	25.33	MAT: Mask-Aware Transformer for Large Hole Image Inpainting	fenglinglwb/mat	2022
8	WavePaint	5.53	–	–	WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting	pranavphoenix/WavePaint	2023
9	CoModGAN	5.65	11.23	22.54	Large Scale Image Completion via Co-Modulated Generative Adversarial Networks	zsyzzsoft/co-mod-gan	2021
10	MADF	6.83	3.41	11.26	Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness	MADF-inpainting/Pytorch-MADF	2021
11	LaMa	8.15	2.07	7.58	Resolution-robust Large Mask Inpainting with Fourier Convolutions	saic-mdal/lama · advimman/lama · geekyutao/inpaint-anything · +5	2021
12	ICT	12.84	0.13	0.58	High-Fidelity Pluralistic Image Completion with Transformers	raywzy/ICT · yangyucheng000/ICT · karynaur/ICT · +1	2021