3D on MSU Video Super Resolution Benchmark: Detail Restoration

Metric: QRCRv1.0 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	QRCRv1.0▼	Augmentations	Paper	Date↕	Code
1	VRT	0.722	No	VRT: A Video Restoration Transformer	2022-01-28	Code
2	BasicVSR	0.709	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
3	RBPN	0.629	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
4	DBVSR	0.629	No	Deep Blind Video Super-resolution	2020-03-10	Code
5	iSeeBetter	0.629	No	iSeeBetter: Spatio-temporal video super-resoluti...	2020-06-13	Code
6	LGFN	0.629	No	-	-	Code
7	COMISR	0.619	No	COMISR: Compression-Informed Video Super-Resolut...	2021-05-04	Code
8	RSDN	0.619	No	Video Super-Resolution with Recurrent Structure-...	2020-08-02	Code
9	TDAN	0.609	No	TDAN: Temporally Deformable Alignment Network fo...	2018-12-07	Code
10	DynaVSR-R	0.557	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
11	RRN-10L	0.557	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
12	SOF-VSR-BD	0.557	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
13	SOF-VSR-BI	0.557	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
14	TMNet	0.549	No	Temporal Modulation Network for Controllable Spa...	2021-04-21	Code
15	TGA	0.549	No	Video Super-resolution with Temporal Group Atten...	2020-07-21	Code
16	DUF-28L	0.549	No	-	-	Code
17	DUF-16L	0.549	No	-	-	Code
18	D3Dnet	0.549	No	Deformable 3D Convolution for Video Super-Resolu...	2020-04-06	Code
19	RRN-5L	0.549	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
20	DynaVSR-V	0.549	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
21	Real-ESRGAN	0	No	-	-	Code
22	ESRGAN	0	No	-	-	Code
23	RealSR	0	No	-	-	Code
24	SwinIR	0	No	-	-	Code
25	HCFlow	0	No	-	-	Code
26	Real-ESRnet	0	No	-	-	Code
27	SRMD	0	No	-	-	Code
28	waifu2x-cunet	0	No	-	-	-
29	waifu2x-anime	0	No	-	-	-
30	GFPGAN	0	No	-	-	Code
31	ESPCN	0	No	-	-	Code
32	DFDnet	0	No	-	-	Code

#1VRTSOTA
0.722
QRCRv1.0· 2022-01-28
VRT: A Video Restoration Transformer Code
#2BasicVSRSOTA
0.709
QRCRv1.0· 2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Code
#3RBPNSOTA
0.629
QRCRv1.0· 2019-03-25
Recurrent Back-Projection Network for Video Super-Resolution Code
#4DBVSR
0.629
QRCRv1.0· 2020-03-10
Deep Blind Video Super-resolution Code
#5iSeeBetter
0.629
QRCRv1.0· 2020-06-13
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks Code
#6LGFN
0.629
QRCRv1.0
No paperCode
#7COMISR
0.619
QRCRv1.0· 2021-05-04
COMISR: Compression-Informed Video Super-Resolution Code
#8RSDN
0.619
QRCRv1.0· 2020-08-02
Video Super-Resolution with Recurrent Structure-Detail Network Code
#9TDANSOTA
0.609
QRCRv1.0· 2018-12-07
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Code
#10DynaVSR-R
0.557
QRCRv1.0· 2020-11-09
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution Code
#11RRN-10L
0.557
QRCRv1.0· 2020-08-13
Revisiting Temporal Modeling for Video Super-resolution Code
#12SOF-VSR-BD
0.557
QRCRv1.0· 2020-01-06
Deep Video Super-Resolution using HR Optical Flow Estimation Code
#13SOF-VSR-BI
0.557
QRCRv1.0· 2020-01-06
Deep Video Super-Resolution using HR Optical Flow Estimation Code
#14TMNet
0.549
QRCRv1.0· 2021-04-21
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution Code
#15TGA
0.549
QRCRv1.0· 2020-07-21
Video Super-resolution with Temporal Group Attention Code
#16DUF-28L
0.549
QRCRv1.0
No paperCode
#17DUF-16L
0.549
QRCRv1.0
No paperCode
#18D3Dnet
0.549
QRCRv1.0· 2020-04-06
Deformable 3D Convolution for Video Super-Resolution Code
#19RRN-5L
0.549
QRCRv1.0· 2020-08-13
Revisiting Temporal Modeling for Video Super-resolution Code
#20DynaVSR-V
0.549
QRCRv1.0· 2020-11-09
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution Code
#21Real-ESRGAN
0
QRCRv1.0
No paperCode
#22ESRGAN
0
QRCRv1.0
No paperCode
#23RealSR
0
QRCRv1.0
No paperCode
#24SwinIR
0
QRCRv1.0
No paperCode
#25HCFlow
0
QRCRv1.0
No paperCode
#26Real-ESRnet
0
QRCRv1.0
No paperCode
#27SRMD
0
QRCRv1.0
No paperCode
#28waifu2x-cunet
0
QRCRv1.0
No paper
#29waifu2x-anime
0
QRCRv1.0
No paper
#30GFPGAN
0
QRCRv1.0
No paperCode
#31ESPCN
0
QRCRv1.0
No paperCode
#32DFDnet
0
QRCRv1.0
No paperCode