</> Code with Papers by Syntology

Home › Datasets › task › Video Restoration

Video Restoration datasets

archive 2025-07-28

7 datasets carry the task tag "Video Restoration" (the task itself: Video Restoration), 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 Restoration 7

Video Restoration datasets 1–7 of 7

VRDS (Video Raindrop and Rain Streak Removal)
We generate a synthesized dataset, namely VRDS, with 102 rainy videos from diverse scenarios, and each video frame has the corresponding rain streak map, raindrop mask, and the underlying rain-free clean image (ground truth).
Rain RemovalVideo RestorationVideo derainingRaindrop Removal
8 papers · 1 benchmark
BS-RSC
BS-RSC is a real-world rolling shutter (RS) correction dataset and a corresponding model to correct the RS frames in a distorted video.
VideosVideo RestorationRolling Shutter Correction
7 papers · 1 benchmark
TAPE (resToration of digitized Analog videotaPEs)
A dataset of videos synthetically degraded with Adobe After Effects to exhibit artifacts resembling those of real-world analog videotapes.
VideosVideo RestorationAnalog Video Restoration
7 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
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
Vident-lab
Vident-lab is a dataset of dental videos with multi-task labels to facilitate further research in relevant video processing applications.
VideosVideo RestorationVideo Enhancement
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.