1 Image, 2*2 Stitchi on MSU Video Super Resolution Benchmark: Detail Restoration

Metric: Subjective score (higher is better)

LeaderboardDataset

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Results

#	Model↕	Subjective score▼	Extra Data	Paper	Date↕	Code
1	VRT	7.628	No	VRT: A Video Restoration Transformer	2022-01-28	Code
2	BasicVSR	7.186	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
3	RBPN	7.068	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
4	DBVSR	6.947	No	Deep Blind Video Super-resolution	2020-03-10	Code
5	iSeeBetter	6.809	No	iSeeBetter: Spatio-temporal video super-resoluti...	2020-06-13	Code
6	LGFN	6.505	No	-	-	Code
7	DynaVSR-R	6.136	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
8	TMNet	6	No	Temporal Modulation Network for Controllable Spa...	2021-04-21	Code
9	COMISR	5.637	No	COMISR: Compression-Informed Video Super-Resolut...	2021-05-04	Code
10	RSDN	5.566	No	Video Super-Resolution with Recurrent Structure-...	2020-08-02	Code
11	TGA	5.529	No	Video Super-resolution with Temporal Group Atten...	2020-07-21	Code
12	TDAN	5.454	No	TDAN: Temporally Deformable Alignment Network fo...	2018-12-07	Code
13	Real-ESRGAN	5.392	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
14	ESRGAN	5.353	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
15	RRN-10L	5.35	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
16	DUF-28L	5.324	No	-	-	Code
17	RealSR	5.286	No	-	-	Code
18	DUF-16L	5.124	No	-	-	Code
19	D3Dnet	5.066	No	Deformable 3D Convolution for Video Super-Resolu...	2020-04-06	Code
20	RRN-5L	5.02	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
21	SOF-VSR-BD	4.863	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
22	SOF-VSR-BI	4.805	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
23	SwinIR	4.799	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
24	DynaVSR-V	4.359	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
25	HCFlow	4.262	No	Hierarchical Conditional Flow: A Unified Framewo...	2021-08-11	Code
26	Real-ESRnet	3.697	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
27	SRMD	3.468	No	Learning a Single Convolutional Super-Resolution...	2017-12-17	Code
28	waifu2x-cunet	3.308	No	-	-	-
29	waifu2x-anime	2.739	No	-	-	-
30	GFPGAN	2.686	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code
31	ESPCN	2.099	No	Real-Time Single Image and Video Super-Resolutio...	2016-09-16	Code
32	DFDnet	0.277	No	Blind Face Restoration via Deep Multi-scale Comp...	2020-08-02	Code