Datasets › MSU Super-Resolution for Video Compression

MSU Super-Resolution for Video Compression

14 Mar 2022 archive 2025-07-28

This is a dataset for a super-resolution task. The dataset contains 480x270 videos that were decoded with 6 different bitrates (100 - 4000 kbps) using 5 different codecs (H.264, H.265, H.266, AV1, and AVS3 standards). The dataset contains indoor and outdoor videos as well as animation. All videos have low SI/TI values and simple textures. It was made to minimize compression artifacts that may occur to make restoration of details possible.

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)PaperCode
Video Super-Resolution MSU Super-Resolution for Video Compression RealSR + x264 BSQ-rate over Subjective Score 0.196 Real-World Super-Resolution via Kernel Estimation and... nihui/realsr-ncnn-vulkan +1 85 Compare

Papers archive 2025-07-28

13 shown of 13 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 13. 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
VRT: A Video Restoration Transformer 1 5 28 Jan 2022 ran 4 of 5 samples (1 unverified; 5 pointer-only for licence)
SwinIR: Image Restoration Using Swin Transformer 9 5 23 Aug 2021 ran 30 of 45 samples (15 unverified; 5 pointer-only for licence)
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data 8 5 22 Jul 2021 ran 3 of 9 samples (6 unverified)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning 1 5 12 Jul 2021 not harvested
COMISR: Compression-Informed Video Super-Resolution 2 5 4 May 2021 ran 0 of 3 samples (3 unverified)
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution 1 5 21 Apr 2021 ran 1 of 6 samples (5 unverified)
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 6 5 3 Dec 2020 not harvested
Local-Global Fusion Network for Video Super-Resolution 1 5 22 Sep 2020 not harvested
Video Super-Resolution with Recurrent Structure-Detail Network 2 5 2 Aug 2020 not harvested
Real-World Super-Resolution via Kernel Estimation and Noise Injection 2 5 19 Jun 2020 not harvested
Deep Blind Video Super-resolution 2 5 10 Mar 2020 ran 9 of 15 samples (6 unverified)
Deep Video Super-Resolution using HR Optical Flow Estimation 2 10 6 Jan 2020 not harvested
Recurrent Back-Projection Network for Video Super-Resolution 7 5 25 Mar 2019 ran 0 of 7 samples (7 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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • MSU Super-Resolution for Video Compression

1 variant name, as the archive lists them.

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