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

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	VRT	31.669	No	VRT: A Video Restoration Transformer	2022-01-28	Code
2	BasicVSR	31.443	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
3	RBPN	31.407	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
4	LGFN	31.291	No	-	-	Code
5	iSeeBetter	31.104	No	iSeeBetter: Spatio-temporal video super-resoluti...	2020-06-13	Code
6	DBVSR	31.071	No	Deep Blind Video Super-resolution	2020-03-10	Code
7	TMNet	30.364	No	Temporal Modulation Network for Controllable Spa...	2021-04-21	Code
8	TDAN	30.244	No	TDAN: Temporally Deformable Alignment Network fo...	2018-12-07	Code
9	D3Dnet	29.703	No	Deformable 3D Convolution for Video Super-Resolu...	2020-04-06	Code
10	SOF-VSR-BI	29.381	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
11	DynaVSR-V	29.011	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
12	DynaVSR-R	28.377	No	DynaVSR: Dynamic Adaptive Blind Video Super-Reso...	2020-11-09	Code
13	waifu2x-cunet	27.716	No	-	-	-
14	SRMD	27.672	No	Learning a Single Convolutional Super-Resolution...	2017-12-17	Code
15	ESRGAN	27.33	No	ESRGAN: Enhanced Super-Resolution Generative Adv...	2018-09-01	Code
16	Real-ESRnet	27.195	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
17	waifu2x-anime	27.176	No	-	-	-
18	ESPCN	26.714	No	Real-Time Single Image and Video Super-Resolutio...	2016-09-16	Code
19	COMISR	26.708	No	COMISR: Compression-Informed Video Super-Resolut...	2021-05-04	Code
20	HCFlow	26.067	No	Hierarchical Conditional Flow: A Unified Framewo...	2021-08-11	Code
21	RealSR	25.989	No	-	-	Code
22	SOF-VSR-BD	25.986	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
23	DUF-28L	25.852	No	-	-	Code
24	TGA	25.786	No	Video Super-resolution with Temporal Group Atten...	2020-07-21	Code
25	RSDN	25.321	No	Video Super-Resolution with Recurrent Structure-...	2020-08-02	Code
26	SwinIR	25.12	No	SwinIR: Image Restoration Using Swin Transformer	2021-08-23	Code
27	DFDnet	24.832	No	Blind Face Restoration via Deep Multi-scale Comp...	2020-08-02	Code
28	DUF-16L	24.606	No	-	-	Code
29	Real-ESRGAN	24.441	No	Real-ESRGAN: Training Real-World Blind Super-Res...	2021-07-22	Code
30	RRN-10L	24.252	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code
31	GFPGAN	24.195	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code
32	RRN-5L	23.786	No	Revisiting Temporal Modeling for Video Super-res...	2020-08-13	Code