2D Human Pose Estimation on MSU Video Upscalers: Quality Enhancement

Metric: LPIPS (lower is better)

LeaderboardDataset

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Results

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#	Model↕	LPIPS▲	Extra Data	Paper	Date↕	Code
1	BSRGAN	0.177	No	Designing a Practical Degradation Model for Deep...	2021-03-25	Code
2	VEAI-AHQ-12	0.178	No	-	-	-
3	RealEsrgan	0.181	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
4	SwinIR-Real-B	0.183	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
5	RealEsrgan-F	0.185	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
6	VEAI-AMQ-13	0.188	No	-	-	-
7	SwinIR-Real-S	0.189	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
8	VEAI-AD-2	0.195	No	-	-	-
9	RealBasicVSR	0.201	No	Investigating Tradeoffs in Real-World Video Supe...	2021-11-24	Code
10	VEAI-ALQ-13	0.206	No	-	-	-
11	VEAI-GHQ-5	0.21	No	-	-	-
12	GP-Lines	0.212	No	-	-	-
13	VEAI-ASD-2	0.218	No	-	-	-
14	GP-LowRes	0.219	No	-	-	-
15	RealSR	0.22	No	-	-	Code
16	RealEsrgan-A	0.244	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
17	GP-Art	0.244	No	-	-	-
18	GP-Std	0.249	No	-	-	-
19	VEAI-AAM-10	0.278	No	-	-	-
20	RealEsrnet-F	0.28	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
21	COMISR	0.291	No	COMISR: Compression-Informed Video Super-Resolut...	2021-05-04	Code
22	VEAI-GCG-5	0.292	No	-	-	-
23	RealEsrnet	0.296	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
24	BSRNET	0.301	No	Designing a Practical Degradation Model for Deep...	2021-03-25	Code
25	Adobe SupRes	0.313	No	-	-	-
26	GP-Comp	0.316	No	-	-	-
27	RealEsrgan-V	0.333	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
28	BasicVsr++RD	0.334	No	BasicVSR++: Improving Video Super-Resolution wit...	2021-04-27	Code
29	VRT-Reds-L	0.343	No	VRT: A Video Restoration Transformer	2022-01-28	Code
30	Real-CUGAN	0.349	No	-	-	-
31	SRMD	0.349	No	Learning a Single Convolutional Super-Resolution...	2017-12-17	Code
32	Davinci SupScl	0.369	No	-	-	-
33	Input (Bicubic)	0.423	No	-	-	-

#1BSRGANSOTA
0.177
LPIPS· 2021-03-25
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Code
#2VEAI-AHQ-12
0.178
LPIPS
No paper
#3RealEsrgan
0.181
LPIPS· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Code
#4SwinIR-Real-B
0.183
LPIPS· 2021-08-23
SwinIR: Image Restoration Using Swin Transformer Code
#5RealEsrgan-F
0.185
LPIPS· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Code
#6VEAI-AMQ-13
0.188
LPIPS
No paper
#7SwinIR-Real-S
0.189
LPIPS· 2021-08-23
SwinIR: Image Restoration Using Swin Transformer Code
#8VEAI-AD-2
0.195
LPIPS
No paper
#9RealBasicVSR
0.201
LPIPS· 2021-11-24
Investigating Tradeoffs in Real-World Video Super-Resolution Code
#10VEAI-ALQ-13
0.206
LPIPS
No paper
#11VEAI-GHQ-5
0.21
LPIPS
No paper
#12GP-Lines
0.212
LPIPS
No paper
#13VEAI-ASD-2
0.218
LPIPS
No paper
#14GP-LowRes
0.219
LPIPS
No paper
#15RealSR
0.22
LPIPS
No paperCode
#16RealEsrgan-A
0.244
LPIPS· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Code
#17GP-Art
0.244
LPIPS
No paper
#18GP-Std
0.249
LPIPS
No paper
#19VEAI-AAM-10
0.278
LPIPS
No paper
#20RealEsrnet-F
0.28
LPIPS· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Code
#21COMISR
0.291
LPIPS· 2021-05-04
COMISR: Compression-Informed Video Super-Resolution Code
#22VEAI-GCG-5
0.292
LPIPS
No paper
#23RealEsrnet
0.296
LPIPS· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Code
#24BSRNETSOTA
0.301
LPIPS· 2021-03-25
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Code
#25Adobe SupRes
0.313
LPIPS
No paper
#26GP-Comp
0.316
LPIPS
No paper
#27RealEsrgan-V
0.333
LPIPS· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Code
#28BasicVsr++RD
0.334
LPIPS· 2021-04-27
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Code
#29VRT-Reds-L
0.343
LPIPS· 2022-01-28
VRT: A Video Restoration Transformer Code
#30Real-CUGAN
0.349
LPIPS
No paper
#31SRMDSOTA
0.349
LPIPS· 2017-12-17
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Code
#32Davinci SupScl
0.369
LPIPS
No paper
#33Input (Bicubic)
0.423
LPIPS
No paper