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Video Denoising datasets

archive 2025-07-28

7 datasets carry the task tag "Video Denoising" (the task itself: Video Denoising), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. 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

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Video Denoising 7

Video Denoising datasets 1–7 of 7

DAVIS (Densely Annotated VIdeo Segmentation)
The Densely Annotation Video Segmentation dataset (DAVIS) is a high quality and high resolution densely annotated video segmentation dataset under two resolutions, 480p and 1080p.
VideosSemantic SegmentationVideo Object SegmentationVideo PredictionVisual TrackingVideo Frame InterpolationSemi-Supervised Video Object Segmentation+4 tasks
734 papers · 10 benchmarks
CRVD (Captured Raw Video Denoising)
The CRVD dataset consists of 55 groups of noisy-clean videos with ISO values ranging from 1600 to 25600.
VideosDenoisingImage DenoisingVideo Denoising
26 papers · 1 benchmark
VideoLQ
VideoLQ consists of videos downloaded from various video hosting sites such as Flickr and YouTube, with a Creative Common license.
ImagesVideosVideo Super-ResolutionVideo Denoising
16 papers · 1 benchmark
I2-2000FPS
I2-2000FPS is the first high-speed video dataset offering an unprecedented temporal resolution of 2000 frames per second (fps).
ImagesVideosVideo Frame InterpolationVideo DenoisingOptical Flow EstimationVideo ReconstructionVideo RestorationVideo Enhancement+2 tasks
2 papers · 0 benchmarks
SC_burst (Smartphone burst Dataset)
Contains16 burst images using smartphones for burst/video denoising, restoration, and enhancement tasks.
Video DenoisingBurst Image Reconstruction
2 papers · 0 benchmarks
SEPE 8K
SEPE 8K dataset is made of 40 different 8K (8192 x 4320) video sequences and 40 variant 8K (8192 x 5464) images.
ImagesVideosVideo Frame InterpolationVideo Super-ResolutionVideo DenoisingVideo RestorationVideo EnhancementVideo Compression
2 papers · 1 benchmark
Videezy4K
To evaluate the performance on 4K burst images/video, we collect several clips from website.
Video Super-ResolutionVideo DenoisingVideo ReconstructionJoint Demosaicing and DenoisingVideo RestorationBurst Image Super-Resolution+2 tasks
1 paper · 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.