Image Deblurring on GoPro

Metric: Params (M) (higher is better)

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#	Model↕	Params (M)▼	Extra Data	Paper	Date↕	Code
1	UFPDeblur	80.3	No	-	-	Code
2	NAFNet - TLC	67.89	No	Simple Baselines for Image Restoration	2022-04-10	Code
3	Uformer-B	50.88	No	Uformer: A General U-Shaped Transformer for Imag...	2021-06-06	Code
4	LAKDNet	37.5	No	Revisiting Image Deblurring with an Efficient Co...	2023-02-04	Code
5	Restormer-TLC	26.13	No	Improving Image Restoration by Revisiting Global...	2021-12-08	Code
6	Restormer	26.13	No	Restormer: Efficient Transformer for High-Resolu...	2021-11-18	Code
7	MPRNet-TLC	20.1	No	Improving Image Restoration by Revisiting Global...	2021-12-08	Code
8	MPRNet	20.1	No	Multi-Stage Progressive Image Restoration	2021-02-04	Code
9	GRL	19.81	No	Efficient and Explicit Modelling of Image Hierar...	2023-03-01	Code
10	MHNet	17	No	Mixed Hierarchy Network for Image Restoration	2023-02-19	Code
11	MADANet	16.9	Yes	-	-	-
12	fftformer	16.6	Yes	Efficient Frequency Domain-based Transformers fo...	2022-11-22	Code
13	MIMO-UNet++	16.1	No	Rethinking Coarse-to-Fine Approach in Single Ima...	2021-08-11	Code
14	MR-VNet	12.3	No	-	-	-
15	DeepDeblur-PyTorch	11.72	Yes	-	-	-
16	SRN	8.06	Yes	Scale-recurrent Network for Deep Image Deblurring	2018-02-06	Code
17	DeblurGAN-v2	5.08	Yes	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...	2019-08-10	Code