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Video Quality Assessment datasets

archive 2025-07-28

12 datasets carry the task tag "Video Quality Assessment" (the task itself: Video Quality Assessment), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Video Quality Assessment datasets 1–12 of 12

YouTube-UGC (YouTube UGC dataset)
This YouTube dataset is a sampling from thousands of User Generated Content (UGC) as uploaded to YouTube distributed under the Creative Commons license.
70 papers · 1 benchmark
LIVE-VQC (LIVE Video Quality Challenge (VQC) Database)
The great variations of videographic skills in videography, camera designs, compression and processing protocols, communication and bandwidth environments, and displays leads to an enormous variety of video impairments.
68 papers · 1 benchmark
MSU SR-QA Dataset (MSU Super-Resolution Quality Assessment Dataset)
Our dataset was made of videos from MSU Video Upscalers Benchmark Dataset, MSU Video Super-Resolution Benchmark Dataset and MSU Super-Resolution for Video Compression Benchmark Dataset.
26 papers · 1 benchmark
MSU NR VQA Database (MSU No-Reference Video Quality Assessment Database)
The dataset was created for video quality assessment problem.
20 papers · 2 benchmarks
KoNViD-1k (KoNViD-1k VQA Database)
Subjective video quality assessment (VQA) strongly depends on semantics, context, and the types of visual distortions.
18 papers · 1 benchmark
MSU FR VQA Database (MSU Full-Reference Video Quality Assessment Database)
The dataset was created for video quality assessment problem.
18 papers · 2 benchmarks
LIVE-FB LSVQ (LIVE-FB Large-Scale Social Video Quality (LSVQ) Database)
No-reference (NR) perceptual video quality assessment (VQA) is a complex, unsolved, and important problem to social and streaming media applications.
15 papers · 1 benchmark
LIVE-YT-HFR (LIVE YouTube High Frame Rate)
LIVE-YT-HFR comprises of 480 videos having 6 different frame rates, obtained from 16 diverse contents.
14 papers · 1 benchmark
LIVE-ETRI (ETRI-LIVE Space-Time Subsampled Video Quality (STSVQ) Database)
The video deployed parameter space is continuously increasing to provide more realistic and immersive experiences to global streaming and social media viewers.
7 papers · 1 benchmark
LIVE Livestream is a database for Video Quality Assessment (VQA), specifically designed for live streaming VQA research.
5 papers · 1 benchmark
The dataset contains 10 reference videos and 1467 degraded videos.
1 paper · 0 benchmarks
A review on raw subjective scores and data manipulation for before and after refining Mean opinion Scores
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.