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Disaster Response datasets

archive 2025-07-28

8 datasets carry the task tag "Disaster Response" (the task itself: Disaster Response), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. 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 52Disaster Response 8

Disaster Response datasets 1–8 of 8

fMoW (Functional Map of the World)
Functional Map of the World (fMoW) is a dataset that aims to inspire the development of machine learning models capable of predicting the functional purpose of buildings and land use from temporal sequences of satellite images and a rich…
ImagesImage ClassificationObject DetectionClassificationImage Super-ResolutionDisaster Response
144 papers · 1 benchmark
xView
xView is one of the largest publicly available datasets of overhead imagery.
ImagesObject DetectionImage Super-ResolutionObject Detection In Aerial ImagesDisaster ResponseGeophysics
93 papers · 1 benchmark
xBD
The xBD dataset contains over 45,000KM2 of polygon labeled pre and post disaster imagery.
ImagesSemantic Segmentation2D Semantic SegmentationData AugmentationExtracting Buildings In Remote Sensing ImagesDisaster Response
51 papers · 2 benchmarks
RoadTracer
RoadTracer is a dataset for extraction of road networks from aerial images.
ImagesSemantic SegmentationChinese Reading ComprehensionAudio Question AnsweringDisaster Responsegraph construction
39 papers · 0 benchmarks
CrisisMMD
CrisisMMD is a large multi-modal dataset collected from Twitter during different natural disasters.
ImagesTextsInformativenessDisaster Response
25 papers · 0 benchmarks
MEDIC
MEDIC is a large social media image classification dataset for humanitarian response consisting of 71,198 images to address four different tasks in a multi-task learning setup.
ImagesDisaster Response
5 papers · 0 benchmarks
MSAW (Multi-Sensor All Weather Mapping)
Multi-Sensor All Weather Mapping (MSAW) is a dataset and challenge, which features two collection modalities (both SAR and optical).
ImagesThe Semantic Segmentation Of Remote Sensing ImageryDisaster Response
5 papers · 1 benchmark
C2A: Human Detection in Disaster Scenarios (Combination to Application)
C2A: Combination to Application Dataset Overview This repository contains the code and information for the paper "UAV-Enhanced Combination to Application: Comprehensive Analysis and Benchmarking of a Human Detection Dataset for Disaster…
ImagesEnvironment2D Object DetectionObject Detection2D Human Pose EstimationObject Detection In Aerial ImagesDisaster ResponseHuman Detection
2 papers · 1 benchmark

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.