3D Face Animation on Vid4 - 4x upscaling - BD degradation

Metric: SSIM (higher is better)

LeaderboardDataset

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Results

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	RVRT	0.881	No	Recurrent Video Restoration Transformer with Gui...	2022-06-05	Code
2	VRT	0.8795	No	VRT: A Video Restoration Transformer	2022-01-28	Code
3	BasicVSR++	0.8753	No	BasicVSR++: Improving Video Super-Resolution wit...	2021-04-27	Code
4	GOVSR	0.8724	No	Omniscient Video Super-Resolution	2021-03-29	-
5	FTVSR	0.869	No	Learning Spatiotemporal Frequency-Transformer fo...	2022-12-27	Code
6	TTVSR	0.8643	No	Learning Trajectory-Aware Transformer for Video ...	2022-04-08	Code
7	IconVSR	0.857	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
8	BasicVSR	0.8553	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
9	RSDN	0.8505	No	Video Super-Resolution with Recurrent Structure-...	2020-08-02	Code
10	EDVR	0.8503	No	EDVR: Video Restoration with Enhanced Deformable...	2019-05-07	Code
11	RRN	0.8488	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
12	TGA	0.8423	No	Video Super-resolution with Temporal Group Atten...	2020-07-21	Code
13	RLSP	0.8388	No	-	-	Code
14	PFNL	0.8355	No	-	-	Code
15	DUF	0.8329	No	-	-	Code
16	RBPN	0.8205	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
17	FRVSR	0.8103	No	Frame-Recurrent Video Super-Resolution	2018-01-14	-
18	TOFlow	0.7659	No	Video Enhancement with Task-Oriented Flow	2017-11-24	Code

#1RVRTSOTA
0.881
SSIM· 2022-06-05
Recurrent Video Restoration Transformer with Guided Deformable Attention Code
#2VRTSOTA
0.8795
SSIM· 2022-01-28
VRT: A Video Restoration Transformer Code
#3BasicVSR++SOTA
0.8753
SSIM· 2021-04-27
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Code
#4GOVSRSOTA
0.8724
SSIM· 2021-03-29
Omniscient Video Super-Resolution
#5FTVSR
0.869
SSIM· 2022-12-27
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution Code
#6TTVSR
0.8643
SSIM· 2022-04-08
Learning Trajectory-Aware Transformer for Video Super-Resolution Code
#7IconVSRSOTA
0.857
SSIM· 2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Code
#8BasicVSR
0.8553
SSIM· 2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Code
#9RSDNSOTA
0.8505
SSIM· 2020-08-02
Video Super-Resolution with Recurrent Structure-Detail Network Code
#10EDVRSOTA
0.8503
SSIM· 2019-05-07
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Code
#11RRN
0.8488
SSIM· 2020-08-13
Revisiting Temporal Modeling for Video Super-resolution Code
#12TGA
0.8423
SSIM· 2020-07-21
Video Super-resolution with Temporal Group Attention Code
#13RLSP
0.8388
SSIM
No paperCode
#14PFNL
0.8355
SSIM
No paperCode
#15DUF
0.8329
SSIM
No paperCode
#16RBPNSOTA
0.8205
SSIM· 2019-03-25
Recurrent Back-Projection Network for Video Super-Resolution Code
#17FRVSRSOTA
0.8103
SSIM· 2018-01-14
Frame-Recurrent Video Super-Resolution
#18TOFlowSOTA
0.7659
SSIM· 2017-11-24
Video Enhancement with Task-Oriented Flow Code