Browse State-of-the-Art › Key-Frame-based Video Super-Resolution (K = 15)
Key-Frame-based Video Super-Resolution (K = 15)
1 paper with code · 2 benchmarks · 1 dataset archive 2025-07-28
Key-Frame-based Video Super-Resolution is a sub-task of Video Super-Resolution, where, in addition to the low-resolution frames, high-resolution ground-truth frames for every Kth input frame are also provided as inputs to the model. For example, if [LR-frame-1, LR-frame-2, LR-frame-3, ..., LR-frame-100] is the sequence of low-resolution frames to be upscaled, the Key-Frame-based Video Super-Resolution (K = 15) model is also provided with the high-resolution frames [HR-frame-1, HR-frame-16, ..., HR-frame-91] . Key-frames are excluded when measuring the evaluation metrics.
Description from the archive archive 2025-07-28; Papers-with-Code links inside it are rewritten to this site.
Benchmarks archive 2025-07-28
2 leaderboard tables shown for this task, 2 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| Vid4 - 4x upscaling (1 row) | NeuriCam-net | NeuriCam: Key-Frame Video Super-Resolution and Colorization for IoT Cameras | code | — | Compare |
| UDM10 - 4x upscaling (1 row) | NeuriCam-net | NeuriCam: Key-Frame Video Super-Resolution and Colorization for IoT Cameras | code | — | Compare |
Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
1 dataset whose archive record lists this task, ordered by the archive's paper count.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Parent tasks archive 2025-07-28
Most implemented papers archive 2025-07-28
1 shown of 1 paper with code (1 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
-
25 Jul 2022 1 repository listedOur idea is to design a dual-mode camera system where the first mode is low-power (1.
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