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SotA/Computer Vision/Video Frame Interpolation/Vimeo90K

Video Frame Interpolation on Vimeo90K

Metric: PSNR (higher is better)

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#Model↕PSNR▼Extra DataPaperDate↕Code
1MA-CSPA36.76NoExploring Motion Ambiguity and Alignment for Hig...2022-03-19-
2EMA-VFI36.64NoExtracting Motion and Appearance via Inter-Frame...2023-03-01Code
3DQBC36.57NoVideo Frame Interpolation with Densely Queried B...2023-04-26Code
4UPR-Net LARGE36.42NoA Unified Pyramid Recurrent Network for Video Fr...2022-11-07Code
5IFRNet36.2NoIFRNet: Intermediate Feature Refine Network for ...2022-05-29Code
6EBME-H*36.19NoEnhanced Bi-directional Motion Estimation for Vi...2022-06-17Code
7ABME36.18NoAsymmetric Bilateral Motion Estimation for Video...2021-08-15Code
8SoftSplat36.1NoSoftmax Splatting for Video Frame Interpolation2020-03-11Code
9FILM36.06NoFILM: Frame Interpolation for Large Motion2022-02-10Code
10NCM-Base35.88NoNeighbor Correspondence Matching for Flow-based ...2022-07-14-
11CURE35.73NoLearning Cross-Video Neural Representations for ...2022-02-28Code
12M2M-PWC35.4NoMany-to-many Splatting for Efficient Video Frame...2022-04-07Code
13RRIN35.22No--Code
14CDFI35.17NoCDFI: Compression-Driven Network Design for Fram...2021-03-18Code
15XVFI35.07NoXVFI: eXtreme Video Frame Interpolation2021-03-30Code
16BMBC35.01NoBMBC:Bilateral Motion Estimation with Bilateral ...2020-07-17Code
17ECMNet34.95NoEnhanced Correlation Matching based Video Frame ...2021-11-17-
18DAIN34.71NoDepth-Aware Video Frame Interpolation2019-04-01Code
19DAIN34.71NoDepth-Aware Video Frame Interpolation2019-04-01Code
20FRUCnet34.65No---
21MEMC-Net*34.4NoMEMC-Net: Motion Estimation and Motion Compensat...2018-10-20Code
22SepConv-L133.8NoVideo Frame Interpolation via Adaptive Separable...2017-08-05Code
23ToFlow33.73NoVideo Enhancement with Task-Oriented Flow2017-11-24Code