Datasets › MSU HDR Video Reconstruction Benchmark
MSU HDR Video Reconstruction Benchmark
This is a dataset for a video inverse-tone-mapping task. The dataset contains various contents for the task of restoring HDR video: fireworks, flowers, football, night city, scenes with reflections. Videos have different brightness ranges and contain different types of lighting. The camera for shooting the dataset captures 14 stops of the dynamic range.
Benchmarks archive 2025-07-28
All 1 leaderboard 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Inverse-Tone-Mapping | MSU HDR Video Reconstruction Benchmark | HDRTVNet HDR-PSNR 35.9721 | A New Journey from SDRTV to HDRTV | chxy95/hdrtvnet | 9 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 9. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Learning a Practical SDR-to-HDRTV Up-conversion using New Dataset and Degradation Models | 1 | 1 | 23 Mar 2023 | ran 5 of 7 samples (2 unverified; 7 pointer-only for licence) |
| KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction | 1 | 1 | 23 Jul 2022 | not harvested |
| A New Journey from SDRTV to HDRTV | 1 | 1 | 18 Aug 2021 | not harvested |
| HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization | 1 | 1 | 27 May 2021 | not harvested |
| A Two-stage Deep Network for High Dynamic Range Image Reconstruction | 2 | 1 | 19 Apr 2021 | not harvested |
| Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline | 1 | 1 | 2 Apr 2020 | not harvested |
| ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content | 1 | 1 | 6 Mar 2018 | not harvested |
| HDR image reconstruction from a single exposure using deep CNNs | 2 | 1 | 20 Oct 2017 | ran 0 of 3 samples (3 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MSU HDR Video Reconstruction Benchmark
1 variant name, as the archive lists them.
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