Video Restoration on TAPE

Metric: VMAF (higher is better)

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#	Model↕	VMAF▼	Extra Data	Paper	Date↕	Code
1	TAPE	83.61	No	Reference-based Restoration of Digitized Analog ...	2023-10-20	Code
2	BasicVSR++	78.91	No	BasicVSR++: Improving Video Super-Resolution wit...	2021-04-27	Code
3	Agnolucci et al.	77.83	No	Restoration of Analog Videos Using Swin-UNet	2023-11-07	Code
4	RVRT	72.41	No	Recurrent Video Restoration Transformer with Gui...	2022-06-05	Code
5	MemDeblur	71.55	No	Multi-Scale Memory-Based Video Deblurring	2022-04-06	Code
6	RTN	56.76	No	Bringing Old Films Back to Life	2022-03-31	Code
7	MANA	40.28	No	Memory-Augmented Non-Local Attention for Video S...	2021-08-25	Code

#1TAPESOTA
83.61
VMAF· 2023-10-20
Reference-based Restoration of Digitized Analog Videotapes Code
#2BasicVSR++SOTA
78.91
VMAF· 2021-04-27
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Code
#3Agnolucci et al.
77.83
VMAF· 2023-11-07
Restoration of Analog Videos Using Swin-UNet Code
#4RVRT
72.41
VMAF· 2022-06-05
Recurrent Video Restoration Transformer with Guided Deformable Attention Code
#5MemDeblur
71.55
VMAF· 2022-04-06
Multi-Scale Memory-Based Video Deblurring Code
#6RTN
56.76
VMAF· 2022-03-31
Bringing Old Films Back to Life Code
#7MANA
40.28
VMAF· 2021-08-25
Memory-Augmented Non-Local Attention for Video Super-Resolution Code