Super-Resolution on Vid4 - 4x upscaling - BD degradation

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	RVRT	29.54	No	Recurrent Video Restoration Transformer with Gui...	2022-06-05	Code
2	VRT	29.42	No	VRT: A Video Restoration Transformer	2022-01-28	Code
3	BasicVSR++	29.04	No	BasicVSR++: Improving Video Super-Resolution wit...	2021-04-27	Code
4	FTVSR	28.7	No	Learning Spatiotemporal Frequency-Transformer fo...	2022-12-27	Code
5	GOVSR	28.41	No	Omniscient Video Super-Resolution	2021-03-29	-
6	TTVSR	28.4	No	Learning Trajectory-Aware Transformer for Video ...	2022-04-08	Code
7	IconVSR	28.04	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
8	BasicVSR	27.96	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
9	RSDN	27.92	No	Video Super-Resolution with Recurrent Structure-...	2020-08-02	Code
10	EDVR	27.85	No	EDVR: Video Restoration with Enhanced Deformable...	2019-05-07	Code
11	RRN	27.69	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
12	TGA	27.63	No	Video Super-resolution with Temporal Group Atten...	2020-07-21	Code
13	RLSP	27.48	No	-	-	Code
14	DUF	27.38	No	-	-	Code
15	RBPN	27.17	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
16	PFNL	27.16	No	-	-	Code
17	FRVSR	26.69	No	Frame-Recurrent Video Super-Resolution	2018-01-14	-
18	TOFlow	25.85	No	Video Enhancement with Task-Oriented Flow	2017-11-24	Code

#1RVRTSOTA
29.54
PSNR· 2022-06-05
Recurrent Video Restoration Transformer with Guided Deformable Attention Code
#2VRTSOTA
29.42
PSNR· 2022-01-28
VRT: A Video Restoration Transformer Code
#3BasicVSR++SOTA
29.04
PSNR· 2021-04-27
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Code
#4FTVSR
28.7
PSNR· 2022-12-27
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution Code
#5GOVSRSOTA
28.41
PSNR· 2021-03-29
Omniscient Video Super-Resolution
#6TTVSR
28.4
PSNR· 2022-04-08
Learning Trajectory-Aware Transformer for Video Super-Resolution Code
#7IconVSRSOTA
28.04
PSNR· 2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Code
#8BasicVSR
27.96
PSNR· 2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Code
#9RSDNSOTA
27.92
PSNR· 2020-08-02
Video Super-Resolution with Recurrent Structure-Detail Network Code
#10EDVRSOTA
27.85
PSNR· 2019-05-07
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Code
#11RRN
27.69
PSNR· 2020-08-13
Revisiting Temporal Modeling for Video Super-resolution Code
#12TGA
27.63
PSNR· 2020-07-21
Video Super-resolution with Temporal Group Attention Code
#13RLSP
27.48
PSNR
No paperCode
#14DUF
27.38
PSNR
No paperCode
#15RBPNSOTA
27.17
PSNR· 2019-03-25
Recurrent Back-Projection Network for Video Super-Resolution Code
#16PFNL
27.16
PSNR
No paperCode
#17FRVSRSOTA
26.69
PSNR· 2018-01-14
Frame-Recurrent Video Super-Resolution
#18TOFlowSOTA
25.85
PSNR· 2017-11-24
Video Enhancement with Task-Oriented Flow Code