| Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution | Jul 13, 2022 | HumanitarianMulti-Frame Super-Resolution | CodeCode Available | 2 |
| Foundation Models for Remote Sensing and Earth Observation: A Survey | Oct 22, 2024 | Earth ObservationHumanitarian | CodeCode Available | 2 |
| MineInsight: A Multi-sensor Dataset for Humanitarian Demining Robotics in Off-Road Environments | Jun 5, 2025 | HumanitarianLandmine | CodeCode Available | 1 |
| Rapid Response Crop Maps in Data Sparse Regions | Jun 23, 2020 | Humanitarian | CodeCode Available | 1 |
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| Learning future terrorist targets through temporal meta-graphs | Apr 21, 2021 | HumanitarianTemporal Sequences | CodeCode Available | 1 |
| Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents | Jan 11, 2022 | Humanitarian | CodeCode Available | 1 |
| Fine-grained Population Mapping from Coarse Census Counts and Open Geodata | Nov 8, 2022 | HumanitarianPopulation Mapping | CodeCode Available | 1 |
| MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification | Aug 29, 2021 | ClassificationDisaster Response | CodeCode Available | 1 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 |
| Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping | Nov 18, 2023 | Humanitarian | CodeCode Available | 1 |
| SMUTF: Schema Matching Using Generative Tags and Hybrid Features | Jan 22, 2024 | Feature EngineeringHumanitarian | CodeCode Available | 1 |
| SaRNet: A Dataset for Deep Learning Assisted Search and Rescue with Satellite Imagery | Jul 26, 2021 | Deep LearningHumanitarian | CodeCode Available | 1 |
| Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs | Oct 24, 2022 | HumanitarianVideo Prediction | CodeCode Available | 1 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series | Jun 4, 2024 | HumanitarianTime Series | CodeCode Available | 1 |
| Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery | Mar 24, 2025 | BenchmarkingHumanitarian | CodeCode Available | 1 |
| Multi-modal learning for geospatial vegetation forecasting | Mar 28, 2023 | HumanitarianTime Series | CodeCode Available | 1 |
| An Experimental Study on Airborne Landmine Detection Using a Circular Synthetic Aperture Radar | May 6, 2020 | HumanitarianLandmine | —Unverified | 0 |
| ADSumm: Annotated Ground-truth Summary Datasets for Disaster Tweet Summarization | May 10, 2024 | Disaster ResponseHumanitarian | —Unverified | 0 |
| Accurate and Scalable Matching of Translators to Displaced Persons for Overcoming Language Barriers | Nov 30, 2020 | Humanitarian | —Unverified | 0 |
| An Early Warning Model for Forced Displacement | Apr 29, 2025 | Humanitarianmodel | —Unverified | 0 |
| A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPAs LORELEI project | May 1, 2019 | Disaster ResponseHumanitarian | —Unverified | 0 |
| A Summary of the ComParE COVID-19 Challenges | Feb 17, 2022 | Humanitarian | —Unverified | 0 |
| Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach | Oct 12, 2023 | Humanitariantext-classification | —Unverified | 0 |
| ADAPT: An Open-Source sUAS Payload for Real-Time Disaster Prediction and Response with AI | Jan 25, 2022 | Active LearningDisaster Response | —Unverified | 0 |
