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 ⌀
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	HTR-VT	https://arxiv.org/abs/2409.08573v1	Test CER	2.8
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	HTR-VT	https://arxiv.org/abs/2409.08573v1	Test WER	7.4
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	OrigamiNet-24	https://arxiv.org/abs/2006.07491v1	Test CER	3.0
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	OrigamiNet-24	https://arxiv.org/abs/2006.07491v1	Test WER	11.0
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	OrigamiNet-18	https://arxiv.org/abs/2006.07491v1	Test CER	3.1
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	OrigamiNet-18	https://arxiv.org/abs/2006.07491v1	Test WER	11.1
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	OrigamiNet-12	https://arxiv.org/abs/2006.07491v1	Test CER	3.1
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	OrigamiNet-12	https://arxiv.org/abs/2006.07491v1	Test WER	11.2
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	TrOCR	https://arxiv.org/abs/2109.10282v5	Test CER	3.6
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	TrOCR	https://arxiv.org/abs/2109.10282v5	Test WER	11.6
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	GFCN	https://arxiv.org/abs/2012.04961v1	Test CER	5.2
Optical Character Recognition (OCR) > Handwritten Text Recognition	LAM(line-level)	GFCN	https://arxiv.org/abs/2012.04961v1	Test WER	18.5
Optical Character Recognition (OCR) > Handwritten Text Recognition	IAM-D	StackMix+Blots	https://arxiv.org/abs/2108.11667v1	CER	3.01
Optical Character Recognition (OCR) > Handwritten Text Recognition	IAM-B	StackMix+Blots	https://arxiv.org/abs/2108.11667v1	CER	3.77
Optical Character Recognition (OCR) > Handwriting Recognition	BanglaLekha Isolated Dataset	AKHCRNet	https://arxiv.org/abs/2008.12995v3	Accuracy	96.8
Optical Character Recognition (OCR) > Handwriting Recognition	BanglaLekha Isolated Dataset	AKHCRNet	https://arxiv.org/abs/2008.12995v3	Epochs	11
Optical Character Recognition (OCR) > Handwriting Recognition	BanglaLekha Isolated Dataset	AKHCRNet	https://arxiv.org/abs/2008.12995v3	Cross Entropy Loss	0.21612
Optical Character Recognition (OCR) > Handwriting Recognition	KOHTD	Flor	https://arxiv.org/abs/2110.04075v1	CER	6.52
Optical Character Recognition (OCR) > Handwriting Recognition	KOHTD	Puigcerver	https://arxiv.org/abs/2110.04075v1	CER	8.01
Optical Character Recognition (OCR) > Handwriting Recognition	KOHTD	Abdallah	https://arxiv.org/abs/2110.04075v1	CER	8.22
Optical Character Recognition (OCR) > Handwriting Recognition	KOHTD	Bluche	https://arxiv.org/abs/2110.04075v1	CER	8.36
Optical Character Recognition (OCR) > Handwriting Recognition	An extensive dataset of handwritten central Kurdish isolated characters	KHCR	https://arxiv.org/abs/2210.13734v1	1:1 Accuracy	97
Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Line Segmentation	BN-HTRd	BN-DRISHTI Line Segmentation	https://arxiv.org/abs/2306.09351v1	F-Score	0.9997
Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Line Segmentation	BN-HTRd	BN-HTR_LS	https://arxiv.org/abs/2206.08977v1	F-Score	0.8157
Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Word Segmentation	BN-HTRd	BN-DRISHTI Word Segmentation	https://arxiv.org/abs/2306.09351v1	F-Score	0.98
Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Word Segmentation	BanglaWriting	BN-DRISHTI Word Segmentation	https://arxiv.org/abs/2306.09351v1	F-Score	0.97
Optical Character Recognition (OCR) > Handwritten Digit Recognition	MNIST	CNN	https://www.researchgate.net/publication/341068954_Effective_Handwritten_Digit_Recognition_using_Deep_Convolution_Neural_Network	Accuracy	96.95%
Optical Character Recognition (OCR) > Handwritten Digit Recognition	MNIST	Sign-symmetry	http://arxiv.org/abs/1510.05067v4	PERCENTAGE ERROR	0.91
Optical Character Recognition (OCR) > Handwritten Digit Recognition	Digits	LeNet-5	https://ieeexplore.ieee.org/document/726791	F1 - macro	0.964
Deblurring	.	1	https://arxiv.org/abs/2201.09302v1	10 Images, 4*4 Stitching, Exact Accuracy	2
Deblurring	RealBlur-J	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM (sRGB)	0.944
Deblurring	RealBlur-J	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR (sRGB)	33.96
Deblurring	RealBlur-J	MLWNet	https://arxiv.org/abs/2401.00027v2	SSIM (sRGB)	0.941
Deblurring	RealBlur-J	MLWNet	https://arxiv.org/abs/2401.00027v2	PSNR (sRGB)	33.84
Deblurring	RealBlur-J	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.940
Deblurring	RealBlur-J	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	33.77
Deblurring	RealBlur-J	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	Params(M)	20
Deblurring	RealBlur-J	ID-Blau (Restormer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.937
Deblurring	RealBlur-J	ID-Blau (Restormer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	33.11
Deblurring	RealBlur-J	ALGNet	https://arxiv.org/abs/2403.20106v2	SSIM (sRGB)	0.946
Deblurring	RealBlur-J	ALGNet	https://arxiv.org/abs/2403.20106v2	PSNR (sRGB)	32.94
Deblurring	RealBlur-J	LoFormer	https://arxiv.org/abs/2407.16993v1	SSIM (sRGB)	0.933
Deblurring	RealBlur-J	LoFormer	https://arxiv.org/abs/2407.16993v1	PSNR (sRGB)	32.90
Deblurring	RealBlur-J	ID-Blau (FFTformer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.934
Deblurring	RealBlur-J	ID-Blau (FFTformer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	32.88
Deblurring	RealBlur-J	MAXIM	https://arxiv.org/abs/2201.02973v2	SSIM (sRGB)	0.935
Deblurring	RealBlur-J	MAXIM	https://arxiv.org/abs/2201.02973v2	PSNR (sRGB)	32.84
Deblurring	RealBlur-J	MAXIM	https://arxiv.org/abs/2201.02973v2	Params(M)	22.2
Deblurring	RealBlur-J	DeepRFT+	https://arxiv.org/abs/2111.11745v2	SSIM (sRGB)	0.933
Deblurring	RealBlur-J	DeepRFT+	https://arxiv.org/abs/2111.11745v2	PSNR (sRGB)	32.63
Deblurring	RealBlur-J	FFTformer	https://arxiv.org/abs/2211.12250v1	SSIM (sRGB)	0.9326
Deblurring	RealBlur-J	FFTformer	https://arxiv.org/abs/2211.12250v1	PSNR (sRGB)	32.62
Deblurring	RealBlur-J	Stripformer	https://arxiv.org/abs/2204.04627v2	SSIM (sRGB)	0.929
Deblurring	RealBlur-J	Stripformer	https://arxiv.org/abs/2204.04627v2	PSNR (sRGB)	32.48
Deblurring	RealBlur-J	Stripformer	https://arxiv.org/abs/2204.04627v2	Params(M)	20
Deblurring	RealBlur-J	MSSNet	https://arxiv.org/abs/2202.09652v3	SSIM (sRGB)	0.928
Deblurring	RealBlur-J	MSSNet	https://arxiv.org/abs/2202.09652v3	PSNR (sRGB)	32.1
Deblurring	RealBlur-J	MSSNet	https://arxiv.org/abs/2202.09652v3	Params(M)	15.6
Deblurring	RealBlur-J	MIMO-UNet++	https://arxiv.org/abs/2108.05054v2	SSIM (sRGB)	0.921
Deblurring	RealBlur-J	MIMO-UNet++	https://arxiv.org/abs/2108.05054v2	PSNR (sRGB)	32.05
Deblurring	RealBlur-J	MIMO-UNet++	https://arxiv.org/abs/2108.05054v2	Params(M)	16.1
Deblurring	RealBlur-J	BANet	https://arxiv.org/abs/2101.07518v4	SSIM (sRGB)	0.923
Deblurring	RealBlur-J	BANet	https://arxiv.org/abs/2101.07518v4	PSNR (sRGB)	32.00
Deblurring	RealBlur-J	MPRNet	https://arxiv.org/abs/2102.02808v2	SSIM (sRGB)	0.922
Deblurring	RealBlur-J	MPRNet	https://arxiv.org/abs/2102.02808v2	PSNR (sRGB)	31.76
Deblurring	RealBlur-J	MPRNet	https://arxiv.org/abs/2102.02808v2	Params(M)	20.1
Deblurring	RealBlur-J	SRN	http://arxiv.org/abs/1802.01770v1	SSIM (sRGB)	0.909
Deblurring	RealBlur-J	SRN	http://arxiv.org/abs/1802.01770v1	PSNR (sRGB)	31.38
Deblurring	RealBlur-J	SRN	http://arxiv.org/abs/1802.01770v1	Params(M)	8.06
Deblurring	RealBlur-J	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	SSIM (sRGB)	0.870
Deblurring	RealBlur-J	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	PSNR (sRGB)	29.69
Deblurring	RealBlur-J	DeblurGAN-v2	https://arxiv.org/abs/1908.03826v1	Params(M)	5.08
Deblurring	BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	VMAF	66.72253
Deblurring	BASED	VRT (GoPro)	https://arxiv.org/abs/2201.12288v2	PSNR	31.42945
Deblurring	BASED	DeblurGAN Inception	https://arxiv.org/abs/1908.03826v1	VMAF	66.91781
Deblurring	BASED	DeblurGAN Inception	https://arxiv.org/abs/1908.03826v1	LPIPS	0.08867
Deblurring	BASED	DeblurGAN Inception	https://arxiv.org/abs/1908.03826v1	ERQAv2.0	0.74297
Deblurring	BASED	DeblurGAN Inception	https://arxiv.org/abs/1908.03826v1	SSIM	0.94301
Deblurring	BASED	DeblurGAN Inception	https://arxiv.org/abs/1908.03826v1	PSNR	31.17171
Deblurring	BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	VMAF	66.81782
Deblurring	BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	LPIPS	0.08248
Deblurring	BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	ERQAv2.0	0.74874
Deblurring	BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	SSIM	0.94503
Deblurring	BASED	VRT (REDS)	https://arxiv.org/abs/2201.12288v2	PSNR	30.97878
Deblurring	BASED	MAXIM (REDS)	https://arxiv.org/abs/2201.02973v2	PSNR	30.65728
Deblurring	RealBlur-R	AdaRevD	https://arxiv.org/abs/2406.09135v1	PSNR (sRGB)	41.19
Deblurring	RealBlur-R	AdaRevD	https://arxiv.org/abs/2406.09135v1	SSIM (sRGB)	0.979
Deblurring	RealBlur-R	ALGNet	https://arxiv.org/abs/2403.20106v2	PSNR (sRGB)	41.16
Deblurring	RealBlur-R	ALGNet	https://arxiv.org/abs/2403.20106v2	SSIM (sRGB)	0.981
Deblurring	RealBlur-R	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	41.06
Deblurring	RealBlur-R	ID-Blau (Stripformer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.977
Deblurring	RealBlur-R	MLWNet	https://arxiv.org/abs/2401.00027v2	PSNR (sRGB)	40.69
Deblurring	RealBlur-R	MLWNet	https://arxiv.org/abs/2401.00027v2	SSIM (sRGB)	0.976
Deblurring	RealBlur-R	ID-Blau (FFTformer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	40.45
Deblurring	RealBlur-R	ID-Blau (FFTformer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.975
Deblurring	RealBlur-R	ID-Blau (Restormer)	https://arxiv.org/abs/2312.10998v2	PSNR (sRGB)	40.31
Deblurring	RealBlur-R	ID-Blau (Restormer)	https://arxiv.org/abs/2312.10998v2	SSIM (sRGB)	0.974
Deblurring	RealBlur-R	LoFormer	https://arxiv.org/abs/2407.16993v1	PSNR (sRGB)	40.23
Deblurring	RealBlur-R	LoFormer	https://arxiv.org/abs/2407.16993v1	SSIM (sRGB)	0.974
Deblurring	RealBlur-R	FFTformer	https://arxiv.org/abs/2211.12250v1	PSNR (sRGB)	40.11

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

HTR-VT

https://arxiv.org/abs/2409.08573v1

Test CER

2.8

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

HTR-VT

https://arxiv.org/abs/2409.08573v1

Test WER

7.4

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

OrigamiNet-24

https://arxiv.org/abs/2006.07491v1

Test CER

3.0

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

OrigamiNet-24

https://arxiv.org/abs/2006.07491v1

Test WER

11.0

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

OrigamiNet-18

https://arxiv.org/abs/2006.07491v1

Test CER

3.1

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

OrigamiNet-18

https://arxiv.org/abs/2006.07491v1

Test WER

11.1

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

OrigamiNet-12

https://arxiv.org/abs/2006.07491v1

Test CER

3.1

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

OrigamiNet-12

https://arxiv.org/abs/2006.07491v1

Test WER

11.2

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

TrOCR

https://arxiv.org/abs/2109.10282v5

Test CER

3.6

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

TrOCR

https://arxiv.org/abs/2109.10282v5

Test WER

11.6

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

GFCN

https://arxiv.org/abs/2012.04961v1

Test CER

5.2

Optical Character Recognition (OCR) > Handwritten Text Recognition

LAM(line-level)

GFCN

https://arxiv.org/abs/2012.04961v1

Test WER

18.5

Optical Character Recognition (OCR) > Handwritten Text Recognition

IAM-D

StackMix+Blots

https://arxiv.org/abs/2108.11667v1

CER

3.01

Optical Character Recognition (OCR) > Handwritten Text Recognition

IAM-B

StackMix+Blots

https://arxiv.org/abs/2108.11667v1

CER

3.77

Optical Character Recognition (OCR) > Handwriting Recognition

BanglaLekha Isolated Dataset

AKHCRNet

https://arxiv.org/abs/2008.12995v3

Accuracy

96.8

Optical Character Recognition (OCR) > Handwriting Recognition

BanglaLekha Isolated Dataset

AKHCRNet

https://arxiv.org/abs/2008.12995v3

Epochs

11

Optical Character Recognition (OCR) > Handwriting Recognition

BanglaLekha Isolated Dataset

AKHCRNet

https://arxiv.org/abs/2008.12995v3

Cross Entropy Loss

0.21612

Optical Character Recognition (OCR) > Handwriting Recognition

KOHTD

Flor

https://arxiv.org/abs/2110.04075v1

CER

6.52

Optical Character Recognition (OCR) > Handwriting Recognition

KOHTD

Puigcerver

https://arxiv.org/abs/2110.04075v1

CER

8.01

Optical Character Recognition (OCR) > Handwriting Recognition

KOHTD

Abdallah

https://arxiv.org/abs/2110.04075v1

CER

8.22

Optical Character Recognition (OCR) > Handwriting Recognition

KOHTD

Bluche

https://arxiv.org/abs/2110.04075v1

CER

8.36

Optical Character Recognition (OCR) > Handwriting Recognition

An extensive dataset of handwritten central Kurdish isolated characters

KHCR

https://arxiv.org/abs/2210.13734v1

1:1 Accuracy

97

Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Line Segmentation

BN-HTRd

BN-DRISHTI Line Segmentation

https://arxiv.org/abs/2306.09351v1

F-Score

0.9997

Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Line Segmentation

BN-HTRd

BN-HTR_LS

https://arxiv.org/abs/2206.08977v1

F-Score

0.8157

Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Word Segmentation

BN-HTRd

BN-DRISHTI Word Segmentation

https://arxiv.org/abs/2306.09351v1

F-Score

0.98

Optical Character Recognition (OCR) > Handwriting Recognition > Handwritten Word Segmentation

BanglaWriting

BN-DRISHTI Word Segmentation

https://arxiv.org/abs/2306.09351v1

F-Score

0.97

Optical Character Recognition (OCR) > Handwritten Digit Recognition

MNIST

CNN

https://www.researchgate.net/publication/341068954_Effective_Handwritten_Digit_Recognition_using_Deep_Convolution_Neural_Network

Accuracy

96.95%

Optical Character Recognition (OCR) > Handwritten Digit Recognition

MNIST

Sign-symmetry

http://arxiv.org/abs/1510.05067v4

PERCENTAGE ERROR

0.91

Optical Character Recognition (OCR) > Handwritten Digit Recognition

Digits

LeNet-5

https://ieeexplore.ieee.org/document/726791

F1 - macro

0.964

Deblurring

.

1

https://arxiv.org/abs/2201.09302v1

10 Images, 4*4 Stitching, Exact Accuracy

2

Deblurring

RealBlur-J

AdaRevD

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

SSIM (sRGB)

0.944

Deblurring

RealBlur-J

AdaRevD

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

PSNR (sRGB)

33.96

Deblurring

RealBlur-J

MLWNet

https://arxiv.org/abs/2401.00027v2

SSIM (sRGB)

0.941

Deblurring

RealBlur-J

MLWNet

https://arxiv.org/abs/2401.00027v2

PSNR (sRGB)

33.84

Deblurring

RealBlur-J

ID-Blau (Stripformer)

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

SSIM (sRGB)

0.940

Deblurring

RealBlur-J

ID-Blau (Stripformer)

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

PSNR (sRGB)

33.77

Deblurring

RealBlur-J

ID-Blau (Stripformer)

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

Params(M)

20

Deblurring

RealBlur-J

ID-Blau (Restormer)

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

SSIM (sRGB)

0.937

Deblurring

RealBlur-J

ID-Blau (Restormer)

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

PSNR (sRGB)

33.11

Deblurring

RealBlur-J

ALGNet

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

SSIM (sRGB)

0.946

Deblurring

RealBlur-J

ALGNet

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

PSNR (sRGB)

32.94

Deblurring

RealBlur-J

LoFormer

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

SSIM (sRGB)

0.933

Deblurring

RealBlur-J

LoFormer

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

PSNR (sRGB)

32.90

Deblurring

RealBlur-J

ID-Blau (FFTformer)

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

SSIM (sRGB)

0.934

Deblurring

RealBlur-J

ID-Blau (FFTformer)

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

PSNR (sRGB)

32.88

Deblurring

RealBlur-J

MAXIM

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

SSIM (sRGB)

0.935

Deblurring

RealBlur-J

MAXIM

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

PSNR (sRGB)

32.84

Deblurring

RealBlur-J

MAXIM

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

Params(M)

22.2

Deblurring

RealBlur-J

DeepRFT+

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

SSIM (sRGB)

0.933

Deblurring

RealBlur-J

DeepRFT+

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

PSNR (sRGB)

32.63

Deblurring

RealBlur-J

FFTformer

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

SSIM (sRGB)

0.9326

Deblurring

RealBlur-J

FFTformer

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

PSNR (sRGB)

32.62

Deblurring

RealBlur-J

Stripformer

https://arxiv.org/abs/2204.04627v2

SSIM (sRGB)

0.929

Deblurring

RealBlur-J

Stripformer

https://arxiv.org/abs/2204.04627v2

PSNR (sRGB)

32.48

Deblurring

RealBlur-J

Stripformer

https://arxiv.org/abs/2204.04627v2

Params(M)

20

Deblurring

RealBlur-J

MSSNet

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

SSIM (sRGB)

0.928

Deblurring

RealBlur-J

MSSNet

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

PSNR (sRGB)

32.1

Deblurring

RealBlur-J

MSSNet

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

Params(M)

15.6

Deblurring

RealBlur-J

MIMO-UNet++

https://arxiv.org/abs/2108.05054v2

SSIM (sRGB)

0.921

Deblurring

RealBlur-J

MIMO-UNet++

https://arxiv.org/abs/2108.05054v2

PSNR (sRGB)

32.05

Deblurring

RealBlur-J

MIMO-UNet++

https://arxiv.org/abs/2108.05054v2

Params(M)

16.1

Deblurring

RealBlur-J

BANet

https://arxiv.org/abs/2101.07518v4

SSIM (sRGB)

0.923

Deblurring

RealBlur-J

BANet

https://arxiv.org/abs/2101.07518v4

PSNR (sRGB)

32.00

Deblurring

RealBlur-J

MPRNet

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

SSIM (sRGB)

0.922

Deblurring

RealBlur-J

MPRNet

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

PSNR (sRGB)

31.76

Deblurring

RealBlur-J

MPRNet

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

Params(M)

20.1

Deblurring

RealBlur-J

SRN

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

SSIM (sRGB)

0.909

Deblurring

RealBlur-J

SRN

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

PSNR (sRGB)

31.38

Deblurring

RealBlur-J

SRN

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

Params(M)

8.06

Deblurring

RealBlur-J

DeblurGAN-v2

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

SSIM (sRGB)

0.870

Deblurring

RealBlur-J

DeblurGAN-v2

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

PSNR (sRGB)

29.69

Deblurring

RealBlur-J

DeblurGAN-v2

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

Params(M)

5.08

Deblurring

BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

VMAF

66.72253

Deblurring

BASED

VRT (GoPro)

https://arxiv.org/abs/2201.12288v2

PSNR

31.42945

Deblurring

BASED

DeblurGAN Inception

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

VMAF

66.91781

Deblurring

BASED

DeblurGAN Inception

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

LPIPS

0.08867

Deblurring

BASED

DeblurGAN Inception

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

ERQAv2.0

0.74297

Deblurring

BASED

DeblurGAN Inception

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

SSIM

0.94301

Deblurring

BASED

DeblurGAN Inception

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

PSNR

31.17171

Deblurring

BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

VMAF

66.81782

Deblurring

BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

LPIPS

0.08248

Deblurring

BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

ERQAv2.0

0.74874

Deblurring

BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

SSIM

0.94503

Deblurring

BASED

VRT (REDS)

https://arxiv.org/abs/2201.12288v2

PSNR

30.97878

Deblurring

BASED

MAXIM (REDS)

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

PSNR

30.65728

Deblurring

RealBlur-R

AdaRevD

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

PSNR (sRGB)

41.19

Deblurring

RealBlur-R

AdaRevD

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

SSIM (sRGB)

0.979

Deblurring

RealBlur-R

ALGNet

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

PSNR (sRGB)

41.16

Deblurring

RealBlur-R

ALGNet

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

SSIM (sRGB)

0.981

Deblurring

RealBlur-R

ID-Blau (Stripformer)

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

PSNR (sRGB)

41.06

Deblurring

RealBlur-R

ID-Blau (Stripformer)

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

SSIM (sRGB)

0.977

Deblurring

RealBlur-R

MLWNet

https://arxiv.org/abs/2401.00027v2

PSNR (sRGB)

40.69

Deblurring

RealBlur-R

MLWNet

https://arxiv.org/abs/2401.00027v2

SSIM (sRGB)

0.976

Deblurring

RealBlur-R

ID-Blau (FFTformer)

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

PSNR (sRGB)

40.45

Deblurring

RealBlur-R

ID-Blau (FFTformer)

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

SSIM (sRGB)

0.975

Deblurring

RealBlur-R

ID-Blau (Restormer)

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

PSNR (sRGB)

40.31

Deblurring

RealBlur-R

ID-Blau (Restormer)

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

SSIM (sRGB)

0.974

Deblurring

RealBlur-R

LoFormer

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

PSNR (sRGB)

40.23

Deblurring

RealBlur-R

LoFormer

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

SSIM (sRGB)

0.974

Deblurring

RealBlur-R

FFTformer

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

PSNR (sRGB)

40.11