Methods › Computer Vision › Video Super-Resolution Models › BasicVSR
BasicVSR
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
BasicVSR is a video super-resolution pipeline including optical flow and residual blocks. It adopts a typical bidirectional recurrent network. The upsampling module U contains multiple pixel-shuffle and convolutions. In the Figure, red and blue colors represent the backward and forward propagations, respectively. The propagation branches contain only generic components. S, W, and R refer to the flow estimation module, spatial warping module, and residual blocks, respectively.
Papers archive 2025-07-28
5 shown of 5, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Cascaded Temporal Updating Network for Efficient Video Super-Resolution 26 Aug 2024 · 1 repository · arXiv:2408.14244
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Can SAM Boost Video Super-Resolution? 11 May 2023 · 0 repositories · arXiv:2305.06524
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On the Generalization of BasicVSR++ to Video Deblurring and Denoising 11 Apr 2022 · 1 repository · arXiv:2204.05308
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BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment 27 Apr 2021 · 3 repositories · arXiv:2104.13371
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BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 3 Dec 2020 · 6 repositories · arXiv:2012.02181
Tasks archive 2025-07-28
12 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections