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Saliency Prediction datasets

archive 2025-07-28

9 datasets carry the task tag "Saliency Prediction" (the task itself: Saliency Prediction), ordered by the archive's paper count. Page 1 of 1: 9 shown of 9. 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 52Saliency Prediction 9

Saliency Prediction datasets 1–9 of 9

SALICON (Salicency in Context)
The SALIency in CONtext (SALICON) dataset contains 10,000 training images, 5,000 validation images and 5,000 test images for saliency prediction.
ImagesSaliency PredictionFew-Shot Transfer Learning for Saliency Prediction
161 papers · 5 benchmarks
iSUN
iSUN is a ground truth of gaze traces on images from the SUN dataset.
ImagesOut-of-Distribution DetectionSaliency DetectionSaliency Prediction
108 papers · 0 benchmarks
UIEB (Underwater Image Enhancement Benchmark Dataset)
Includes 950 real-world underwater images, 890 of which have the corresponding reference images.
Object DetectionImage EnhancementSaliency PredictionSingle Image Dehazing
87 papers · 1 benchmark
CAT2000
Includes 4000 images; 200 from each of 20 categories covering different types of scenes such as Cartoons, Art, Objects, Low resolution images, Indoor, Outdoor, Jumbled, Random, and Line drawings.
ImagesSaliency DetectionSaliency Prediction
57 papers · 2 benchmarks
SUIM (Segmentation of Underwater IMagery)
The Segmentation of Underwater IMagery (SUIM) dataset contains over 1500 images with pixel annotations for eight object categories: fish (vertebrates), reefs (invertebrates), aquatic plants, wrecks/ruins, human divers, robots, and…
ImagesSemantic SegmentationSemi-Supervised Semantic SegmentationUnsupervised Semantic SegmentationScene UnderstandingSaliency Prediction
34 papers · 2 benchmarks
MSU Video Saliency Prediction
The dataset presents open high-resolution test clips set with different types of content: movie fragments, sport streams, live caption clips.
Saliency PredictionVideo Saliency Detection
14 papers · 1 benchmark
AViMoS (Audio-Visual Mouse Saliency)
A novel audio-visual mouse saliency (AViMoS) dataset with the following key-features: Diverse content: movie, sports, live, vertical videos, etc.; Large scale: 1500 videos with mean 19s duration; High resolution: all streams are FullHD;…
VideosAudioTime seriesTrackingSaliency DetectionSaliency PredictionVideo Saliency DetectionVideo Saliency Prediction
1 paper · 0 benchmarks
CapMIT1003
The CapMIT1003 database contains captions and clicks collected for images from the MIT1003 database, for which reference eye scanpath are available.
ImagesTime seriesSaliency PredictionScanpath prediction
1 paper · 1 benchmark
Salient-KITTI
Salient-KITTI is a saliency map prediction dataset based on KITTI.
ImagesSaliency Prediction
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.