3D Face Animation on MSU Video Super Resolution Benchmark: Detail Restoration

Metric: ERQAv1.0 (higher is better)

LeaderboardDataset

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Results

#	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