felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
Deblurring	MSU BASED	Deeprft (GoPro)	https://arxiv.org/abs/2111.11745v2	SSIM	0.94484
Deblurring	MSU BASED	Deeprft (GoPro)	https://arxiv.org/abs/2111.11745v2	PSNR	31.57612
Deblurring	MSU BASED	Deeprft (GoPro)	https://arxiv.org/abs/2111.11745v2	VMAF	66.55057
Deblurring	MSU BASED	Deeprft (GoPro)	https://arxiv.org/abs/2111.11745v2	LPIPS	0.08326
Deblurring	MSU BASED	Deeprft (GoPro)	https://arxiv.org/abs/2111.11745v2	ERQAv2.0	0.74323
Deblurring	MSU BASED	Deeprft (GoPro)	https://arxiv.org/abs/2111.11745v2	Subjective	0.5354
Deblurring	MSU BASED	Deeprft (REDS)	https://arxiv.org/abs/2111.11745v2	SSIM	0.94479
Deblurring	MSU BASED	Deeprft (REDS)	https://arxiv.org/abs/2111.11745v2	PSNR	31.32349
Deblurring	MSU BASED	Deeprft (REDS)	https://arxiv.org/abs/2111.11745v2	VMAF	66.46811
Deblurring	MSU BASED	Deeprft (REDS)	https://arxiv.org/abs/2111.11745v2	LPIPS	0.08139
Deblurring	MSU BASED	Deeprft (REDS)	https://arxiv.org/abs/2111.11745v2	ERQAv2.0	0.74339
Deblurring	MSU BASED	Deeprft (REDS)	https://arxiv.org/abs/2111.11745v2	Subjective	0.4622
Deblurring	MSU BASED	MPR local	https://arxiv.org/abs/2112.04491v4	SSIM	0.94542
Deblurring	MSU BASED	MPR local	https://arxiv.org/abs/2112.04491v4	PSNR	31.65037
Deblurring	MSU BASED	MPR local	https://arxiv.org/abs/2112.04491v4	VMAF	67.01788
Deblurring	MSU BASED	MPR local	https://arxiv.org/abs/2112.04491v4	LPIPS	0.08323
Deblurring	MSU BASED	MPR local	https://arxiv.org/abs/2112.04491v4	ERQAv2.0	0.74521
Deblurring	MSU BASED	MPR local	https://arxiv.org/abs/2112.04491v4	Subjective	0.4407
Deblurring	MSU BASED	MAXIM (GoPro)	https://arxiv.org/abs/2201.02973v2	SSIM	0.94386
Deblurring	MSU BASED	MAXIM (GoPro)	https://arxiv.org/abs/2201.02973v2	PSNR	31.36344
Deblurring	MSU BASED	MAXIM (GoPro)	https://arxiv.org/abs/2201.02973v2	VMAF	67.7557
Deblurring	MSU BASED	MAXIM (GoPro)	https://arxiv.org/abs/2201.02973v2	LPIPS	0.09188
Deblurring	MSU BASED	MAXIM (GoPro)	https://arxiv.org/abs/2201.02973v2	Subjective	0.2070
Deblurring	MSU BASED	Restormer local	https://arxiv.org/abs/2111.09881v2	SSIM	0.94217
Deblurring	MSU BASED	Restormer local	https://arxiv.org/abs/2111.09881v2	PSNR	31.12341
Deblurring	MSU BASED	Restormer local	https://arxiv.org/abs/2111.09881v2	VMAF	65.25911
Deblurring	MSU BASED	Restormer local	https://arxiv.org/abs/2111.09881v2	LPIPS	0.08251
Deblurring	MSU BASED	Restormer local	https://arxiv.org/abs/2111.09881v2	ERQAv2.0	0.73875
Deblurring	MSU BASED	Restormer local	https://arxiv.org/abs/2111.09881v2	Subjective	0.1231
Deblurring	MSU BASED	Restormer	https://arxiv.org/abs/2111.09881v2	SSIM	0.94632
Deblurring	MSU BASED	Restormer	https://arxiv.org/abs/2111.09881v2	PSNR	31.76111
Deblurring	MSU BASED	Restormer	https://arxiv.org/abs/2111.09881v2	VMAF	66.3964
Deblurring	MSU BASED	Restormer	https://arxiv.org/abs/2111.09881v2	LPIPS	0.08239
Deblurring	MSU BASED	Restormer	https://arxiv.org/abs/2111.09881v2	ERQAv2.0	0.74776
Deblurring	MSU BASED	Restormer	https://arxiv.org/abs/2111.09881v2	Subjective	0.1175
Deblurring	HIDE	MAXIM-3S	https://arxiv.org/abs/2201.02973v2	PSNR	32.83
Deblurring	Beam-Splitter Deblurring (BSD)	Turtle	https://arxiv.org/abs/2410.03936v2	PSNR	33.58
Deblurring	Beam-Splitter Deblurring (BSD)	CDVD-TSP	https://arxiv.org/abs/2004.02501v1	PSNR	31.58
Deblurring	Beam-Splitter Deblurring (BSD)	ESTRNN	https://arxiv.org/abs/2106.16028v2	PSNR	31.39
Deblurring	Beam-Splitter Deblurring (BSD)	PVDNet	https://arxiv.org/abs/2108.09982v1	PSNR	31.35
Deblurring	Beam-Splitter Deblurring (BSD)	DBN	http://openaccess.thecvf.com/content_cvpr_2017/html/Su_Deep_Video_Deblurring_CVPR_2017_paper.html	PSNR	31.21
Deblurring	RealBlur-J (trained on GoPro)	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR (sRGB)	30.12
Deblurring	RealBlur-J (trained on GoPro)	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM (sRGB)	0.894
Deblurring	RealBlur-J (trained on GoPro)	UFPNet	http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html	PSNR (sRGB)	29.87
Deblurring	RealBlur-J (trained on GoPro)	UFPNet	http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html	SSIM (sRGB)	0.884
Deblurring	RealBlur-J (trained on GoPro)	ALGNet	https://arxiv.org/abs/2403.20106v2	PSNR (sRGB)	29.12
Deblurring	RealBlur-J (trained on GoPro)	ALGNet	https://arxiv.org/abs/2403.20106v2	SSIM (sRGB)	0.886
Deblurring	RealBlur-J (trained on GoPro)	Uformer-B	https://arxiv.org/abs/2106.03106v2	PSNR (sRGB)	29.06
Deblurring	RealBlur-J (trained on GoPro)	Uformer-B	https://arxiv.org/abs/2106.03106v2	SSIM (sRGB)	0.884
Deblurring	RealBlur-J (trained on GoPro)	DeblurDiNAT-L	https://arxiv.org/abs/2403.13163v5	PSNR (sRGB)	28.98
Deblurring	RealBlur-J (trained on GoPro)	DeblurDiNAT-L	https://arxiv.org/abs/2403.13163v5	SSIM (sRGB)	0.885
Deblurring	RealBlur-J (trained on GoPro)	Restormer	https://arxiv.org/abs/2111.09881v2	PSNR (sRGB)	28.96
Deblurring	RealBlur-J (trained on GoPro)	Restormer	https://arxiv.org/abs/2111.09881v2	SSIM (sRGB)	0.879
Deblurring	RealBlur-J (trained on GoPro)	DeepRFT+	https://arxiv.org/abs/2111.11745v2	PSNR (sRGB)	28.88
Deblurring	RealBlur-J (trained on GoPro)	DeepRFT+	https://arxiv.org/abs/2111.11745v2	SSIM (sRGB)	0.880
Deblurring	RealBlur-J (trained on GoPro)	MAXIM	https://arxiv.org/abs/2201.02973v2	PSNR (sRGB)	28.83
Deblurring	RealBlur-J (trained on GoPro)	MAXIM	https://arxiv.org/abs/2201.02973v2	SSIM (sRGB)	0.875
Deblurring	RealBlur-J (trained on GoPro)	MSSNet	https://arxiv.org/abs/2202.09652v3	PSNR (sRGB)	28.79
Deblurring	RealBlur-J (trained on GoPro)	MSSNet	https://arxiv.org/abs/2202.09652v3	SSIM (sRGB)	0.879
Deblurring	RealBlur-J (trained on GoPro)	MPRNet	https://arxiv.org/abs/2102.02808v2	PSNR (sRGB)	28.70
Deblurring	RealBlur-J (trained on GoPro)	MPRNet	https://arxiv.org/abs/2102.02808v2	SSIM (sRGB)	0.873
Deblurring	RealBlur-J (trained on GoPro)	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	PSNR (sRGB)	28.70
Deblurring	RealBlur-J (trained on GoPro)	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	SSIM (sRGB)	0.866
Deblurring	RealBlur-J (trained on GoPro)	SRN	http://arxiv.org/abs/1802.01770v1	PSNR (sRGB)	28.56
Deblurring	RealBlur-J (trained on GoPro)	Pan et al	http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html	PSNR (sRGB)	27.22
Deblurring	RealBlur-J (trained on GoPro)	Pan et al	http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html	SSIM (sRGB)	0.790
Deblurring	RealBlur-J (trained on GoPro)	Hu et al	http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html	PSNR (sRGB)	26.41
Deblurring	RealBlur-J (trained on GoPro)	Hu et al	http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html	SSIM (sRGB)	0.803
Deblurring	RealBlur-J (trained on GoPro)	DeblurGAN	http://arxiv.org/abs/1711.07064v4	SSIM (sRGB)	0.834
Deblurring	Second dialogue state tracking challenge	Ours	https://arxiv.org/abs/2104.07925v1	MAE	0.0377
Deblurring	HIDE (trained on GOPRO)	MAXIM	https://arxiv.org/abs/2201.02973v2	PSNR (sRGB)	32.83
Deblurring	HIDE (trained on GOPRO)	MAXIM	https://arxiv.org/abs/2201.02973v2	SSIM (sRGB)	0.956
Deblurring	HIDE (trained on GOPRO)	MAXIM	https://arxiv.org/abs/2201.02973v2	Params (M)	22.2
Deblurring	HIDE (trained on GOPRO)	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR (sRGB)	32.35
Deblurring	HIDE (trained on GOPRO)	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM (sRGB)	0.953
Deblurring	HIDE (trained on GOPRO)	ID-Blau (FFTformer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	31.94
Deblurring	HIDE (trained on GOPRO)	ID-Blau (FFTformer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.949
Deblurring	HIDE (trained on GOPRO)	CAPTNet	https://arxiv.org/abs/2309.03063v2	PSNR (sRGB)	31.86
Deblurring	HIDE (trained on GOPRO)	CAPTNet	https://arxiv.org/abs/2309.03063v2	SSIM (sRGB)	0.949
Deblurring	HIDE (trained on GOPRO)	LoFormer	https://arxiv.org/abs/2407.16993v1	PSNR (sRGB)	31.86
Deblurring	HIDE (trained on GOPRO)	LoFormer	https://arxiv.org/abs/2407.16993v1	SSIM (sRGB)	0.949
Deblurring	HIDE (trained on GOPRO)	XYScanNet	https://arxiv.org/abs/2412.10338v3	PSNR (sRGB)	31.74
Deblurring	HIDE (trained on GOPRO)	XYScanNet	https://arxiv.org/abs/2412.10338v3	SSIM (sRGB)	0.947
Deblurring	HIDE (trained on GOPRO)	ID-Blau (Restormer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	31.66
Deblurring	HIDE (trained on GOPRO)	ID-Blau (Restormer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.947
Deblurring	HIDE (trained on GOPRO)	DeepRFT+	https://arxiv.org/abs/2111.11745v2	PSNR (sRGB)	31.66
Deblurring	HIDE (trained on GOPRO)	DeepRFT+	https://arxiv.org/abs/2111.11745v2	SSIM (sRGB)	0.946
Deblurring	HIDE (trained on GOPRO)	FFTformer	https://arxiv.org/abs/2211.12250v1	PSNR (sRGB)	31.62
Deblurring	HIDE (trained on GOPRO)	FFTformer	https://arxiv.org/abs/2211.12250v1	SSIM (sRGB)	0.9455
Deblurring	HIDE (trained on GOPRO)	FFTformer	https://arxiv.org/abs/2211.12250v1	Params (M)	16.6
Deblurring	HIDE (trained on GOPRO)	LaKDNet	https://arxiv.org/abs/2302.02234v1	PSNR (sRGB)	31.58
Deblurring	HIDE (trained on GOPRO)	LaKDNet	https://arxiv.org/abs/2302.02234v1	SSIM (sRGB)	0.946
Deblurring	HIDE (trained on GOPRO)	LaKDNet	https://arxiv.org/abs/2302.02234v1	Params (M)	37.5
Deblurring	HIDE (trained on GOPRO)	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	31.50
Deblurring	HIDE (trained on GOPRO)	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.944
Deblurring	HIDE (trained on GOPRO)	Restormer-TLC	https://arxiv.org/abs/2112.04491v4	PSNR (sRGB)	31.49
Deblurring	HIDE (trained on GOPRO)	Restormer-TLC	https://arxiv.org/abs/2112.04491v4	SSIM (sRGB)	0.945
Deblurring	HIDE (trained on GOPRO)	Restormer-TLC	https://arxiv.org/abs/2112.04491v4	Params (M)	26.13
Deblurring	HIDE (trained on GOPRO)	DeblurDiNAT-L	https://arxiv.org/abs/2403.13163v5	PSNR (sRGB)	31.47
Deblurring	HIDE (trained on GOPRO)	DeblurDiNAT-L	https://arxiv.org/abs/2403.13163v5	SSIM (sRGB)	0.944

Deblurring

MSU BASED

Deeprft (GoPro)

https://arxiv.org/abs/2111.11745v2

SSIM

0.94484

Deblurring

MSU BASED

Deeprft (GoPro)

https://arxiv.org/abs/2111.11745v2

PSNR

31.57612

Deblurring

MSU BASED

Deeprft (GoPro)

https://arxiv.org/abs/2111.11745v2

VMAF

66.55057

Deblurring

MSU BASED

Deeprft (GoPro)

https://arxiv.org/abs/2111.11745v2

LPIPS

0.08326

Deblurring

MSU BASED

Deeprft (GoPro)

https://arxiv.org/abs/2111.11745v2

ERQAv2.0

0.74323

Deblurring

MSU BASED

Deeprft (GoPro)

https://arxiv.org/abs/2111.11745v2

Subjective

0.5354

Deblurring

MSU BASED

Deeprft (REDS)

https://arxiv.org/abs/2111.11745v2

SSIM

0.94479

Deblurring

MSU BASED

Deeprft (REDS)

https://arxiv.org/abs/2111.11745v2

PSNR

31.32349

Deblurring

MSU BASED

Deeprft (REDS)

https://arxiv.org/abs/2111.11745v2

VMAF

66.46811

Deblurring

MSU BASED

Deeprft (REDS)

https://arxiv.org/abs/2111.11745v2

LPIPS

0.08139

Deblurring

MSU BASED

Deeprft (REDS)

https://arxiv.org/abs/2111.11745v2

ERQAv2.0

0.74339

Deblurring

MSU BASED

Deeprft (REDS)

https://arxiv.org/abs/2111.11745v2

Subjective

0.4622

Deblurring

MSU BASED

MPR local

https://arxiv.org/abs/2112.04491v4

SSIM

0.94542

Deblurring

MSU BASED

MPR local

https://arxiv.org/abs/2112.04491v4

PSNR

31.65037

Deblurring

MSU BASED

MPR local

https://arxiv.org/abs/2112.04491v4

VMAF

67.01788

Deblurring

MSU BASED

MPR local

https://arxiv.org/abs/2112.04491v4

LPIPS

0.08323

Deblurring

MSU BASED

MPR local

https://arxiv.org/abs/2112.04491v4

ERQAv2.0

0.74521

Deblurring

MSU BASED

MPR local

https://arxiv.org/abs/2112.04491v4

Subjective

0.4407

Deblurring

MSU BASED

MAXIM (GoPro)

https://arxiv.org/abs/2201.02973v2

SSIM

0.94386

Deblurring

MSU BASED

MAXIM (GoPro)

https://arxiv.org/abs/2201.02973v2

PSNR

31.36344

Deblurring

MSU BASED

MAXIM (GoPro)

https://arxiv.org/abs/2201.02973v2

VMAF

67.7557

Deblurring

MSU BASED

MAXIM (GoPro)

https://arxiv.org/abs/2201.02973v2

LPIPS

0.09188

Deblurring

MSU BASED

MAXIM (GoPro)

https://arxiv.org/abs/2201.02973v2

Subjective

0.2070

Deblurring

MSU BASED

Restormer local

https://arxiv.org/abs/2111.09881v2

SSIM

0.94217

Deblurring

MSU BASED

Restormer local

https://arxiv.org/abs/2111.09881v2

PSNR

31.12341

Deblurring

MSU BASED

Restormer local

https://arxiv.org/abs/2111.09881v2

VMAF

65.25911

Deblurring

MSU BASED

Restormer local

https://arxiv.org/abs/2111.09881v2

LPIPS

0.08251

Deblurring

MSU BASED

Restormer local

https://arxiv.org/abs/2111.09881v2

ERQAv2.0

0.73875

Deblurring

MSU BASED

Restormer local

https://arxiv.org/abs/2111.09881v2

Subjective

0.1231

Deblurring

MSU BASED

Restormer

https://arxiv.org/abs/2111.09881v2

SSIM

0.94632

Deblurring

MSU BASED

Restormer

https://arxiv.org/abs/2111.09881v2

PSNR

31.76111

Deblurring

MSU BASED

Restormer

https://arxiv.org/abs/2111.09881v2

VMAF

66.3964

Deblurring

MSU BASED

Restormer

https://arxiv.org/abs/2111.09881v2

LPIPS

0.08239

Deblurring

MSU BASED

Restormer

https://arxiv.org/abs/2111.09881v2

ERQAv2.0

0.74776

Deblurring

MSU BASED

Restormer

https://arxiv.org/abs/2111.09881v2

Subjective

0.1175

Deblurring

HIDE

MAXIM-3S

https://arxiv.org/abs/2201.02973v2

PSNR

32.83

Deblurring

Beam-Splitter Deblurring (BSD)

Turtle

https://arxiv.org/abs/2410.03936v2

PSNR

33.58

Deblurring

Beam-Splitter Deblurring (BSD)

CDVD-TSP

https://arxiv.org/abs/2004.02501v1

PSNR

31.58

Deblurring

Beam-Splitter Deblurring (BSD)

ESTRNN

https://arxiv.org/abs/2106.16028v2

PSNR

31.39

Deblurring

Beam-Splitter Deblurring (BSD)

PVDNet

https://arxiv.org/abs/2108.09982v1

PSNR

31.35

Deblurring

Beam-Splitter Deblurring (BSD)

DBN

http://openaccess.thecvf.com/content_cvpr_2017/html/Su_Deep_Video_Deblurring_CVPR_2017_paper.html

PSNR

31.21

Deblurring

RealBlur-J (trained on GoPro)

AdaRevD

https://arxiv.org/abs/2406.09135v1

PSNR (sRGB)

30.12

Deblurring

RealBlur-J (trained on GoPro)

AdaRevD

https://arxiv.org/abs/2406.09135v1

SSIM (sRGB)

0.894

Deblurring

RealBlur-J (trained on GoPro)

UFPNet

http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html

PSNR (sRGB)

29.87

Deblurring

RealBlur-J (trained on GoPro)

UFPNet

http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html

SSIM (sRGB)

0.884

Deblurring

RealBlur-J (trained on GoPro)

ALGNet

https://arxiv.org/abs/2403.20106v2

PSNR (sRGB)

29.12

Deblurring

RealBlur-J (trained on GoPro)

ALGNet

https://arxiv.org/abs/2403.20106v2

SSIM (sRGB)

0.886

Deblurring

RealBlur-J (trained on GoPro)

Uformer-B

https://arxiv.org/abs/2106.03106v2

PSNR (sRGB)

29.06

Deblurring

RealBlur-J (trained on GoPro)

Uformer-B

https://arxiv.org/abs/2106.03106v2

SSIM (sRGB)

0.884

Deblurring

RealBlur-J (trained on GoPro)

DeblurDiNAT-L

https://arxiv.org/abs/2403.13163v5

PSNR (sRGB)

28.98

Deblurring

RealBlur-J (trained on GoPro)

DeblurDiNAT-L

https://arxiv.org/abs/2403.13163v5

SSIM (sRGB)

0.885

Deblurring

RealBlur-J (trained on GoPro)

Restormer

https://arxiv.org/abs/2111.09881v2

PSNR (sRGB)

28.96

Deblurring

RealBlur-J (trained on GoPro)

Restormer

https://arxiv.org/abs/2111.09881v2

SSIM (sRGB)

0.879

Deblurring

RealBlur-J (trained on GoPro)

DeepRFT+

https://arxiv.org/abs/2111.11745v2

PSNR (sRGB)

28.88

Deblurring

RealBlur-J (trained on GoPro)

DeepRFT+

https://arxiv.org/abs/2111.11745v2

SSIM (sRGB)

0.880

Deblurring

RealBlur-J (trained on GoPro)

MAXIM

https://arxiv.org/abs/2201.02973v2

PSNR (sRGB)

28.83

Deblurring

RealBlur-J (trained on GoPro)

MAXIM

https://arxiv.org/abs/2201.02973v2

SSIM (sRGB)

0.875

Deblurring

RealBlur-J (trained on GoPro)

MSSNet

https://arxiv.org/abs/2202.09652v3

PSNR (sRGB)

28.79

Deblurring

RealBlur-J (trained on GoPro)

MSSNet

https://arxiv.org/abs/2202.09652v3

SSIM (sRGB)

0.879

Deblurring

RealBlur-J (trained on GoPro)

MPRNet

https://arxiv.org/abs/2102.02808v2

PSNR (sRGB)

28.70

Deblurring

RealBlur-J (trained on GoPro)

MPRNet

https://arxiv.org/abs/2102.02808v2

SSIM (sRGB)

0.873

Deblurring

RealBlur-J (trained on GoPro)

DeblurGAN-v2

https://arxiv.org/abs/1908.03826v1

PSNR (sRGB)

28.70

Deblurring

RealBlur-J (trained on GoPro)

DeblurGAN-v2

https://arxiv.org/abs/1908.03826v1

SSIM (sRGB)

0.866

Deblurring

RealBlur-J (trained on GoPro)

SRN

http://arxiv.org/abs/1802.01770v1

PSNR (sRGB)

28.56

Deblurring

RealBlur-J (trained on GoPro)

Pan et al

http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html

PSNR (sRGB)

27.22

Deblurring

RealBlur-J (trained on GoPro)

Pan et al

http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html

SSIM (sRGB)

0.790

Deblurring

RealBlur-J (trained on GoPro)

Hu et al

http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html

PSNR (sRGB)

26.41

Deblurring

RealBlur-J (trained on GoPro)

Hu et al

http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html

SSIM (sRGB)

0.803

Deblurring

RealBlur-J (trained on GoPro)

DeblurGAN

http://arxiv.org/abs/1711.07064v4

SSIM (sRGB)

0.834

Deblurring

Second dialogue state tracking challenge

Ours

https://arxiv.org/abs/2104.07925v1

MAE

0.0377

Deblurring

HIDE (trained on GOPRO)

MAXIM

https://arxiv.org/abs/2201.02973v2

PSNR (sRGB)

32.83

Deblurring

HIDE (trained on GOPRO)

MAXIM

https://arxiv.org/abs/2201.02973v2

SSIM (sRGB)

0.956

Deblurring

HIDE (trained on GOPRO)

MAXIM

https://arxiv.org/abs/2201.02973v2

Params (M)

22.2

Deblurring

HIDE (trained on GOPRO)

AdaRevD

https://arxiv.org/abs/2406.09135v1

PSNR (sRGB)

32.35

Deblurring

HIDE (trained on GOPRO)

AdaRevD

https://arxiv.org/abs/2406.09135v1

SSIM (sRGB)

0.953

Deblurring

HIDE (trained on GOPRO)

ID-Blau (FFTformer)

https://arxiv.org/abs/2312.10998v2

PSNR (sRGB)

31.94

Deblurring

HIDE (trained on GOPRO)

ID-Blau (FFTformer)

https://arxiv.org/abs/2312.10998v2

SSIM (sRGB)

0.949

Deblurring

HIDE (trained on GOPRO)

CAPTNet

https://arxiv.org/abs/2309.03063v2

PSNR (sRGB)

31.86

Deblurring

HIDE (trained on GOPRO)

CAPTNet

https://arxiv.org/abs/2309.03063v2

SSIM (sRGB)

0.949

Deblurring

HIDE (trained on GOPRO)

LoFormer

https://arxiv.org/abs/2407.16993v1

PSNR (sRGB)

31.86

Deblurring

HIDE (trained on GOPRO)

LoFormer

https://arxiv.org/abs/2407.16993v1

SSIM (sRGB)

0.949

Deblurring

HIDE (trained on GOPRO)

XYScanNet

https://arxiv.org/abs/2412.10338v3

PSNR (sRGB)

31.74

Deblurring

HIDE (trained on GOPRO)

XYScanNet

https://arxiv.org/abs/2412.10338v3

SSIM (sRGB)

0.947

Deblurring

HIDE (trained on GOPRO)

ID-Blau (Restormer)

https://arxiv.org/abs/2312.10998v2

PSNR (sRGB)

31.66

Deblurring

HIDE (trained on GOPRO)

ID-Blau (Restormer)

https://arxiv.org/abs/2312.10998v2

SSIM (sRGB)

0.947

Deblurring

HIDE (trained on GOPRO)

DeepRFT+

https://arxiv.org/abs/2111.11745v2

PSNR (sRGB)

31.66

Deblurring

HIDE (trained on GOPRO)

DeepRFT+

https://arxiv.org/abs/2111.11745v2

SSIM (sRGB)

0.946

Deblurring

HIDE (trained on GOPRO)

FFTformer

https://arxiv.org/abs/2211.12250v1

PSNR (sRGB)

31.62

Deblurring

HIDE (trained on GOPRO)

FFTformer

https://arxiv.org/abs/2211.12250v1

SSIM (sRGB)

0.9455

Deblurring

HIDE (trained on GOPRO)

FFTformer

https://arxiv.org/abs/2211.12250v1

Params (M)

16.6

Deblurring

HIDE (trained on GOPRO)

LaKDNet

https://arxiv.org/abs/2302.02234v1

PSNR (sRGB)

31.58

Deblurring

HIDE (trained on GOPRO)

LaKDNet

https://arxiv.org/abs/2302.02234v1

SSIM (sRGB)

0.946

Deblurring

HIDE (trained on GOPRO)

LaKDNet

https://arxiv.org/abs/2302.02234v1

Params (M)

37.5

Deblurring

HIDE (trained on GOPRO)

ID-Blau (Stripformer)

https://arxiv.org/abs/2312.10998v2

PSNR (sRGB)

31.50

Deblurring

HIDE (trained on GOPRO)

ID-Blau (Stripformer)

https://arxiv.org/abs/2312.10998v2

SSIM (sRGB)

0.944

Deblurring

HIDE (trained on GOPRO)

Restormer-TLC

https://arxiv.org/abs/2112.04491v4

PSNR (sRGB)

31.49

Deblurring

HIDE (trained on GOPRO)

Restormer-TLC

https://arxiv.org/abs/2112.04491v4

SSIM (sRGB)

0.945

Deblurring

HIDE (trained on GOPRO)

Restormer-TLC

https://arxiv.org/abs/2112.04491v4

Params (M)

26.13

Deblurring

HIDE (trained on GOPRO)

DeblurDiNAT-L

https://arxiv.org/abs/2403.13163v5

PSNR (sRGB)

31.47

Deblurring

HIDE (trained on GOPRO)

DeblurDiNAT-L

https://arxiv.org/abs/2403.13163v5

SSIM (sRGB)

0.944