Datasets › Vimeo90K

Vimeo90K

Introduced by Tianfan Xue et al. in Video Enhancement with Task-Oriented Flow1 Jan 2019 archive 2025-07-28

The Vimeo-90K is a large-scale high-quality video dataset for lower-level video processing. It proposes three different video processing tasks: frame interpolation, video denoising/deblocking, and video super-resolution.

Source: https://arxiv.org/pdf/1711.09078.pdf Image Source: http://toflow.csail.mit.edu/

Benchmarks archive 2025-07-28

All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Video Frame Interpolation Vimeo90K MA-CSPA PSNR 36.76 Exploring Motion Ambiguity and Alignment for... — 23 Compare
Video Prediction Vimeo90K OPT LPIPS 0.0359 — — 3 Compare
Video Super-Resolution Vimeo90K iSeeBetter PSNR 40.17 iSeeBetter: Spatio-Temporal Video Super Resolution using... amanchadha/iSeeBetter 3 Compare

Papers archive 2025-07-28

26 shown of 26 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 220. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Video Frame Interpolation with Densely Queried Bilateral Correlation 1 1 26 Apr 2023 ran 1 of 13 samples (12 unverified)
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction 1 1 17 Mar 2023 ran 3 of 4 samples (1 unverified)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation 1 1 1 Mar 2023 ran 10 of 12 samples (2 unverified)
A Unified Pyramid Recurrent Network for Video Frame Interpolation 1 1 7 Nov 2022 not harvested
Neighbor Correspondence Matching for Flow-based Video Frame Synthesis 0 1 14 Jul 2022 not harvested
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation 1 1 17 Jun 2022 not harvested
Recurrent Video Restoration Transformer with Guided Deformable Attention 4 1 5 Jun 2022 ran 7 of 14 samples (7 unverified; 5 pointer-only for licence)
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation 2 1 29 May 2022 ran 10 of 20 samples (10 unverified)
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration 1 1 20 May 2022 not harvested
Many-to-many Splatting for Efficient Video Frame Interpolation 1 1 7 Apr 2022 not harvested
Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation 0 1 19 Mar 2022 not harvested
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation 1 1 28 Feb 2022 ran 3 of 7 samples (4 unverified)
FILM: Frame Interpolation for Large Motion 2 1 10 Feb 2022 ran 10 of 20 samples (10 unverified)
Enhanced Correlation Matching based Video Frame Interpolation 0 1 17 Nov 2021 not harvested
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation 1 1 15 Aug 2021 ran 2 of 13 samples (11 unverified)
XVFI: eXtreme Video Frame Interpolation 1 1 30 Mar 2021 ran 4 of 5 samples (1 unverified; 5 pointer-only for licence)
CDFI: Compression-Driven Network Design for Frame Interpolation 1 1 18 Mar 2021 not harvested
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation 1 1 17 Jul 2020 ran 3 of 7 samples (4 unverified)
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks 1 1 21 Jun 2020 not harvested
Video Frame Interpolation via Residue Refinement 2 1 4 May 2020 not harvested
Softmax Splatting for Video Frame Interpolation 2 1 11 Mar 2020 ran 0 of 1 samples (1 unverified)
Depth-Aware Video Frame Interpolation 5 2 1 Apr 2019 ran 3 of 15 samples (12 unverified)
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement 1 1 20 Oct 2018 ran 0 of 2 samples (2 unverified)
Video Enhancement with Task-Oriented Flow 4 1 24 Nov 2017 not harvested
Video Frame Interpolation via Adaptive Separable Convolution 6 1 5 Aug 2017 not harvested
Video Frame Synthesis using Deep Voxel Flow 3 1 8 Feb 2017 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Vimeo90K

1 variant name, as the archive lists them.

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