Video on Vid4 - 4x upscaling

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	NeuriCam-net	31.36	No	NeuriCam: Key-Frame Video Super-Resolution and C...	2022-07-25	Code
2	EvTexture+	29.78	No	EvTexture: Event-driven Texture Enhancement for ...	2024-06-19	Code
3	EvTexture	29.51	No	EvTexture: Event-driven Texture Enhancement for ...	2024-06-19	Code
4	IART	28.26	No	Enhancing Video Super-Resolution via Implicit Re...	2023-04-29	Code
5	MIA-VSR	28.2	No	Video Super-Resolution Transformer with Masked I...	2024-01-12	Code
6	CFD-PSRT	28.18	No	Collaborative Feedback Discriminative Propagatio...	2024-04-06	Code
7	PSRT-recurrent	28.07	No	Rethinking Alignment in Video Super-Resolution T...	2022-07-18	Code
8	RVRT	27.99	No	Recurrent Video Restoration Transformer with Gui...	2022-06-05	Code
9	VRT	27.93	No	VRT: A Video Restoration Transformer	2022-01-28	Code
10	BasicVSR++	27.79	No	BasicVSR++: Improving Video Super-Resolution wit...	2021-04-27	Code
11	VRT	27.46	No	VRT: A Video Restoration Transformer	2022-01-28	Code
12	SATeCo	27.44	No	Learning Spatial Adaptation and Temporal Coheren...	2024-03-25	-
13	IconVSR	27.39	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
14	EDVR	27.35	No	EDVR: Video Restoration with Enhanced Deformable...	2019-05-07	Code
15	VSR-DUF	27.33	No	-	-	Code
16	BasicVSR	27.24	No	BasicVSR: The Search for Essential Components in...	2020-12-03	Code
17	RBPN/6-PF	27.12	No	Recurrent Back-Projection Network for Video Supe...	2019-03-25	Code
18	VideoGigaGAN	27.04	No	VideoGigaGAN: Towards Detail-rich Video Super-Re...	2024-04-18	-
19	RSTT-L	26.43	No	RSTT: Real-time Spatial Temporal Transformer for...	2022-03-27	Code
20	RSTT-M	26.37	No	RSTT: Real-time Spatial Temporal Transformer for...	2022-03-27	Code
21	Zooming Slow-Mo	26.31	No	Zooming Slow-Mo: Fast and Accurate One-Stage Spa...	2020-02-26	Code
22	RSTT-S	26.29	No	RSTT: Real-time Spatial Temporal Transformer for...	2022-03-27	Code
23	SOF-VSR	26.01	No	Learning for Video Super-Resolution through HR O...	2018-09-23	Code
24	SOF-VSR	26	No	Deep Video Super-Resolution using HR Optical Flo...	2020-01-06	Code
25	TecoGAN⊖	25.89	No	Learning Temporal Coherence via Self-Supervision...	2018-11-23	Code
26	DRDVSR	25.88	No	Detail-revealing Deep Video Super-resolution	2017-04-10	Code
27	TecoGAN	25.57	No	Learning Temporal Coherence via Self-Supervision...	2018-11-23	Code
28	DBPN	25.37	No	Deep Back-Projection Networks For Super-Resolution	2018-03-07	Code
29	VESPCN	25.35	No	Real-Time Video Super-Resolution with Spatio-Tem...	2016-11-16	-
30	ESPCN	25.06	No	Real-Time Single Image and Video Super-Resolutio...	2016-09-16	Code
31	SRCNN	24.68	No	Image Super-Resolution Using Deep Convolutional ...	2014-12-31	Code
32	BRCN	24.43	No	-	-	-
33	bicubic	23.82	No	Real-Time Video Super-Resolution with Spatio-Tem...	2016-11-16	-