Blind Image Deblurring on RealBlur-R

Metric: PSNR (sRGB) (higher is better)

LeaderboardDataset

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#	Model↕	PSNR (sRGB)▼	Extra Data	Paper	Date↕	Code
1	AdaRevD	41.19	No	AdaRevD: Adaptive Patch Exiting Reversible Decod...	2024-06-13	Code
2	ALGNet	41.16	No	Learning Enriched Features via Selective State S...	2024-03-29	Code
3	ID-Blau (Stripformer)	41.06	No	ID-Blau: Image Deblurring by Implicit Diffusion-...	2023-12-18	Code
4	MLWNet	40.69	No	Efficient Multi-scale Network with Learnable Dis...	2023-12-29	Code
5	ID-Blau (FFTformer)	40.45	No	ID-Blau: Image Deblurring by Implicit Diffusion-...	2023-12-18	Code
6	ID-Blau (Restormer)	40.31	No	ID-Blau: Image Deblurring by Implicit Diffusion-...	2023-12-18	Code
7	LoFormer	40.23	No	LoFormer: Local Frequency Transformer for Image ...	2024-07-24	Code
8	FFTformer	40.11	No	Efficient Frequency Domain-based Transformers fo...	2022-11-22	Code
9	DeepRFT+	40.01	No	Intriguing Findings of Frequency Selection for I...	2021-11-23	Code
10	Stripformer	39.84	No	Stripformer: Strip Transformer for Fast Image De...	2022-04-10	Code
11	MSSNet	39.76	No	MSSNet: Multi-Scale-Stage Network for Single Ima...	2022-02-19	Code
12	BANet	39.55	No	BANet: Blur-aware Attention Networks for Dynamic...	2021-01-19	Code
13	MAXIM	39.45	No	MAXIM: Multi-Axis MLP for Image Processing	2022-01-09	Code
14	MPRNet	39.31	No	Multi-Stage Progressive Image Restoration	2021-02-04	Code
15	SRN	38.65	No	Scale-recurrent Network for Deep Image Deblurring	2018-02-06	Code
16	DeblurGAN-v2	36.44	No	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...	2019-08-10	Code