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MSU Video Super Resolution Benchmark: Detail Restoration
Pose Estimation on MSU Video Super Resolution Benchmark: Detail Restoration
Metric: ERQAv1.0 (higher is better)
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ERQAv1.0 (best first)
ERQAv1.0 (worst first)
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Date (oldest first)
Model name (A→Z)
#
Model
↕
ERQAv1.0
▼
Extra Data
Paper
Date
↕
Code
1
VRT
0.758
No
VRT: A Video Restoration Transformer
2022-01-28
Code
2
BasicVSR
0.75
No
BasicVSR: The Search for Essential Components in...
2020-12-03
Code
3
iSeeBetter
0.748
No
iSeeBetter: Spatio-temporal video super-resoluti...
2020-06-13
Code
4
RBPN
0.746
No
Recurrent Back-Projection Network for Video Supe...
2019-03-25
Code
5
LGFN
0.74
No
-
-
Code
6
DBVSR
0.737
No
Deep Blind Video Super-resolution
2020-03-10
Code
7
ESRGAN
0.735
No
ESRGAN: Enhanced Super-Resolution Generative Adv...
2018-09-01
Code
8
HCFlow
0.713
No
Hierarchical Conditional Flow: A Unified Framewo...
2021-08-11
Code
9
TMNet
0.712
No
Temporal Modulation Network for Controllable Spa...
2021-04-21
Code
10
DynaVSR-R
0.709
No
DynaVSR: Dynamic Adaptive Blind Video Super-Reso...
2020-11-09
Code
11
TDAN
0.706
No
TDAN: Temporally Deformable Alignment Network fo...
2018-12-07
Code
12
RealSR
0.69
No
-
-
Code
13
D3Dnet
0.674
No
Deformable 3D Convolution for Video Super-Resolu...
2020-04-06
Code
14
TGA
0.669
No
Video Super-resolution with Temporal Group Atten...
2020-07-21
Code
15
RSDN
0.667
No
Video Super-Resolution with Recurrent Structure-...
2020-08-02
Code
16
Real-ESRGAN
0.663
No
Real-ESRGAN: Training Real-World Blind Super-Res...
2021-07-22
Code
17
SOF-VSR-BI
0.66
No
Deep Video Super-Resolution using HR Optical Flo...
2020-01-06
Code
18
COMISR
0.654
No
COMISR: Compression-Informed Video Super-Resolut...
2021-05-04
Code
19
SOF-VSR-BD
0.647
No
Deep Video Super-Resolution using HR Optical Flo...
2020-01-06
Code
20
DUF-28L
0.645
No
-
-
Code
21
DynaVSR-V
0.643
No
DynaVSR: Dynamic Adaptive Blind Video Super-Reso...
2020-11-09
Code
22
DUF-16L
0.641
No
-
-
Code
23
RRN-10L
0.627
No
Revisiting Temporal Modeling for Video Super-res...
2020-08-13
Code
24
SwinIR
0.618
No
SwinIR: Image Restoration Using Swin Transformer
2021-08-23
Code
25
RRN-5L
0.617
No
Revisiting Temporal Modeling for Video Super-res...
2020-08-13
Code
26
waifu2x-cunet
0.6
No
-
-
-
27
Real-ESRnet
0.598
No
Real-ESRGAN: Training Real-World Blind Super-Res...
2021-07-22
Code
28
SRMD
0.594
No
Learning a Single Convolutional Super-Resolution...
2017-12-17
Code
29
waifu2x-anime
0.57
No
-
-
-
30
GFPGAN
0.538
No
Towards Real-World Blind Face Restoration with G...
2021-01-11
Code
31
ESPCN
0.521
No
Real-Time Single Image and Video Super-Resolutio...
2016-09-16
Code
32
DFDnet
0.339
No
Blind Face Restoration via Deep Multi-scale Comp...
2020-08-02
Code
#1
VRT
SOTA
0.758
ERQAv1.0
· 2022-01-28
VRT: A Video Restoration Transformer
Code
#2
BasicVSR
SOTA
0.75
ERQAv1.0
· 2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
Code
#3
iSeeBetter
SOTA
0.748
ERQAv1.0
· 2020-06-13
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks
Code
#4
RBPN
SOTA
0.746
ERQAv1.0
· 2019-03-25
Recurrent Back-Projection Network for Video Super-Resolution
Code
#5
LGFN
0.74
ERQAv1.0
No paper
Code
#6
DBVSR
0.737
ERQAv1.0
· 2020-03-10
Deep Blind Video Super-resolution
Code
#7
ESRGAN
SOTA
0.735
ERQAv1.0
· 2018-09-01
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
Code
#8
HCFlow
0.713
ERQAv1.0
· 2021-08-11
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling
Code
#9
TMNet
0.712
ERQAv1.0
· 2021-04-21
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
Code
#10
DynaVSR-R
0.709
ERQAv1.0
· 2020-11-09
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution
Code
#11
TDAN
0.706
ERQAv1.0
· 2018-12-07
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution
Code
#12
RealSR
0.69
ERQAv1.0
No paper
Code
#13
D3Dnet
0.674
ERQAv1.0
· 2020-04-06
Deformable 3D Convolution for Video Super-Resolution
Code
#14
TGA
0.669
ERQAv1.0
· 2020-07-21
Video Super-resolution with Temporal Group Attention
Code
#15
RSDN
0.667
ERQAv1.0
· 2020-08-02
Video Super-Resolution with Recurrent Structure-Detail Network
Code
#16
Real-ESRGAN
0.663
ERQAv1.0
· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
Code
#17
SOF-VSR-BI
0.66
ERQAv1.0
· 2020-01-06
Deep Video Super-Resolution using HR Optical Flow Estimation
Code
#18
COMISR
0.654
ERQAv1.0
· 2021-05-04
COMISR: Compression-Informed Video Super-Resolution
Code
#19
SOF-VSR-BD
0.647
ERQAv1.0
· 2020-01-06
Deep Video Super-Resolution using HR Optical Flow Estimation
Code
#20
DUF-28L
0.645
ERQAv1.0
No paper
Code
#21
DynaVSR-V
0.643
ERQAv1.0
· 2020-11-09
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution
Code
#22
DUF-16L
0.641
ERQAv1.0
No paper
Code
#23
RRN-10L
0.627
ERQAv1.0
· 2020-08-13
Revisiting Temporal Modeling for Video Super-resolution
Code
#24
SwinIR
0.618
ERQAv1.0
· 2021-08-23
SwinIR: Image Restoration Using Swin Transformer
Code
#25
RRN-5L
0.617
ERQAv1.0
· 2020-08-13
Revisiting Temporal Modeling for Video Super-resolution
Code
#26
waifu2x-cunet
0.6
ERQAv1.0
No paper
#27
Real-ESRnet
0.598
ERQAv1.0
· 2021-07-22
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
Code
#28
SRMD
SOTA
0.594
ERQAv1.0
· 2017-12-17
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations
Code
#29
waifu2x-anime
0.57
ERQAv1.0
No paper
#30
GFPGAN
0.538
ERQAv1.0
· 2021-01-11
Towards Real-World Blind Face Restoration with Generative Facial Prior
Code
#31
ESPCN
SOTA
0.521
ERQAv1.0
· 2016-09-16
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
Code
#32
DFDnet
0.339
ERQAv1.0
· 2020-08-02
Blind Face Restoration via Deep Multi-scale Component Dictionaries
Code