Video on Vid4 - 4x upscaling

Metric: SSIM (higher is better)

LeaderboardDataset

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Results

#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	NeuriCam-net	0.933	No	NeuriCam: Key-Frame Video Super-Resolution and C...	2022-07-25	Code
2	EvTexture+	0.8983	No	EvTexture: Event-driven Texture Enhancement for ...	2024-06-19	Code
3	EvTexture	0.8909	No	EvTexture: Event-driven Texture Enhancement for ...	2024-06-19	Code
4	IART	0.8517	No	Enhancing Video Super-Resolution via Implicit Re...	2023-04-29	Code
5	MIA-VSR	0.8507	No	Video Super-Resolution Transformer with Masked I...	2024-01-12	Code
6	CFD-PSRT	0.8503	No	Collaborative Feedback Discriminative Propagatio...	2024-04-06	Code
7	PSRT-recurrent	0.8485	No	Rethinking Alignment in Video Super-Resolution T...	2022-07-18	Code
8	RVRT	0.8462	No	Recurrent Video Restoration Transformer with Gui...	2022-06-05	Code
9	VRT	0.8425	No	VRT: A Video Restoration Transformer	2022-01-28	Code
10	SATeCo	0.842	No	Learning Spatial Adaptation and Temporal Coheren...	2024-03-25	-
11	BasicVSR++	0.84	No	BasicVSR++: Improving Video Super-Resolution wit...	2021-04-27	Code
12	VRT	0.8392	No	VRT: A Video Restoration Transformer	2022-01-28	Code
13	VSR-DUF	0.8319	No	-	-	Code
14	IconVSR	0.8279	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
15	EDVR	0.8264	No	EDVR: Video Restoration with Enhanced Deformable...	2019-05-07	Code
16	BasicVSR	0.8251	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
17	RBPN/6-PF	0.818	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
18	RSTT-L	0.7994	No	RSTT: Real-time Spatial Temporal Transformer for...	2022-03-27	Code
19	RSTT-M	0.7978	No	RSTT: Real-time Spatial Temporal Transformer for...	2022-03-27	Code
20	Zooming Slow-Mo	0.7976	No	Zooming Slow-Mo: Fast and Accurate One-Stage Spa...	2020-02-26	Code
21	RSTT-S	0.7941	No	RSTT: Real-time Spatial Temporal Transformer for...	2022-03-27	Code
22	DRDVSR	0.774	No	Detail-revealing Deep Video Super-resolution	2017-04-10	Code
23	SOF-VSR	0.772	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
24	SOF-VSR	0.771	No	Learning for Video Super-Resolution through HR O...	2018-09-23	Code
25	VESPCN	0.7557	No	Real-Time Video Super-Resolution with Spatio-Tem...	2016-11-16	-
26	ESPCN	0.7394	No	Real-Time Single Image and Video Super-Resolutio...	2016-09-16	Code
27	DBPN	0.737	No	Deep Back-Projection Networks For Super-Resolution	2018-03-07	Code
28	SRCNN	0.7158	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
29	BRCN	0.662	No	-	-	-
30	bicubic	0.6548	No	Real-Time Video Super-Resolution with Spatio-Tem...	2016-11-16	-