16k on ImageNet

Metric: FID (lower is better)

LeaderboardDataset

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#	Model↕	FID▲	Augmentations	Paper	Date↕	Code
1	DDNM	1.15	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
2	DDRM	1.48	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
3	DAVI	36.27	Yes	Diffusion Prior-Based Amortized Variational Infe...	2024-07-23	Code
4	DDNM	39.26	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
5	DDRM	43.15	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
6	ILVR	43.66	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
7	A+y	55.42	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
8	DGP	64.34	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code
9	A+y	134.4	No	Zero-Shot Image Restoration Using Denoising Diff...	2022-12-01	Code

#1DDNMSOTA
1.15
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#2DDRMSOTA
1.48
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#3DAVI
36.27
FID· Augmentations· 2024-07-23
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Code
#4DDNMSOTA
39.26
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#5DDRMSOTA
43.15
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#6ILVRSOTA
43.66
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#7A+ySOTA
55.42
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#8DGPSOTA
64.34
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code
#9A+ySOTA
134.4
FID· 2022-12-01
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Code