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

Metric: 1 - LPIPS (lower is better)

LeaderboardDataset

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Results

#	Model↕	1 - LPIPS▲	Extra Data	Paper	Date↕	Code
1	DFDnet	0.623	No	Blind Face Restoration via Deep Multi-scale Comp...	2020-08-02	Code
2	TDAN	0.721	No	TDAN: Temporally Deformable Alignment Network fo...	2018-12-07	Code
3	RBPN	0.74	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
4	iSeeBetter	0.741	No	iSeeBetter: Spatio-temporal video super-resoluti...	2020-06-13	Code
5	ESPCN	0.765	No	Real-Time Single Image and Video Super-Resolutio...	2016-09-16	Code
6	GFPGAN	0.793	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code
7	RSDN	0.819	No	Video Super-Resolution with Recurrent Structure-...	2020-08-02	Code
8	RRN-10L	0.842	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
9	RRN-5L	0.856	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
10	waifu2x-anime	0.856	No	-	-	-
11	TGA	0.859	No	Video Super-resolution with Temporal Group Atten...	2020-07-21	Code
12	DynaVSR-V	0.859	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
13	waifu2x-cunet	0.861	No	-	-	-
14	DUF-16L	0.868	No	-	-	Code
15	DUF-28L	0.87	No	-	-	Code
16	Real-ESRnet	0.871	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
17	SRMD	0.877	No	Learning a Single Convolutional Super-Resolution...	2017-12-17	Code
18	COMISR	0.879	No	COMISR: Compression-Informed Video Super-Resolut...	2021-05-04	Code
19	DynaVSR-R	0.884	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
20	Real-ESRGAN	0.895	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
21	SOF-VSR-BD	0.895	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
22	SwinIR	0.895	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
23	LGFN	0.903	No	-	-	Code
24	SOF-VSR-BI	0.904	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
25	RealSR	0.911	No	-	-	Code
26	D3Dnet	0.915	No	Deformable 3D Convolution for Video Super-Resolu...	2020-04-06	Code
27	DBVSR	0.921	No	Deep Blind Video Super-resolution	2020-03-10	Code
28	HCFlow	0.923	No	Hierarchical Conditional Flow: A Unified Framewo...	2021-08-11	Code
29	VRT	0.929	No	VRT: A Video Restoration Transformer	2022-01-28	Code
30	TMNet	0.931	No	Temporal Modulation Network for Controllable Spa...	2021-04-21	Code
31	BasicVSR	0.934	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
32	ESRGAN	0.948	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code