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Pose Estimation
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Vid4 - 4x upscaling
Pose Estimation on Vid4 - 4x upscaling
Metric: SSIM (higher is better)
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Results
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#
Model
↕
SSIM
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Extra Data
Paper
Date
↕
Code
1
NeuriCam-net
0.933
No
NeuriCam: Key-Frame Video Super-Resolution and C...
2022-07-25
Code
2
EvTexture+
0.8983
No
EvTexture: Event-driven Texture Enhancement for ...
2024-06-19
Code
3
EvTexture
0.8909
No
EvTexture: Event-driven Texture Enhancement for ...
2024-06-19
Code
4
IART
0.8517
No
Enhancing Video Super-Resolution via Implicit Re...
2023-04-29
Code
5
MIA-VSR
0.8507
No
Video Super-Resolution Transformer with Masked I...
2024-01-12
Code
6
CFD-PSRT
0.8503
No
Collaborative Feedback Discriminative Propagatio...
2024-04-06
Code
7
PSRT-recurrent
0.8485
No
Rethinking Alignment in Video Super-Resolution T...
2022-07-18
Code
8
RVRT
0.8462
No
Recurrent Video Restoration Transformer with Gui...
2022-06-05
Code
9
VRT
0.8425
No
VRT: A Video Restoration Transformer
2022-01-28
Code
10
SATeCo
0.842
No
Learning Spatial Adaptation and Temporal Coheren...
2024-03-25
-
11
BasicVSR++
0.84
No
BasicVSR++: Improving Video Super-Resolution wit...
2021-04-27
Code
12
VSR-DUF
0.8319
No
-
-
Code
13
IconVSR
0.8279
No
BasicVSR: The Search for Essential Components in...
2020-12-03
Code
14
EDVR
0.8264
No
EDVR: Video Restoration with Enhanced Deformable...
2019-05-07
Code
15
BasicVSR
0.8251
No
BasicVSR: The Search for Essential Components in...
2020-12-03
Code
16
RBPN/6-PF
0.818
No
Recurrent Back-Projection Network for Video Supe...
2019-03-25
Code
17
DRDVSR
0.774
No
Detail-revealing Deep Video Super-resolution
2017-04-10
Code
18
SOF-VSR
0.772
No
Deep Video Super-Resolution using HR Optical Flo...
2020-01-06
Code
19
SOF-VSR
0.771
No
Learning for Video Super-Resolution through HR O...
2018-09-23
Code
20
VESPCN
0.7557
No
Real-Time Video Super-Resolution with Spatio-Tem...
2016-11-16
-
21
ESPCN
0.7394
No
Real-Time Single Image and Video Super-Resolutio...
2016-09-16
Code
22
DBPN
0.737
No
Deep Back-Projection Networks For Super-Resolution
2018-03-07
Code
23
SRCNN
0.7158
No
Image Super-Resolution Using Deep Convolutional ...
2014-12-31
Code
24
BRCN
0.662
No
-
-
-
25
bicubic
0.6548
No
Real-Time Video Super-Resolution with Spatio-Tem...
2016-11-16
-