Multimodal geospatial reasoning tasks pairing satellite, aerial, terrain, and nautical-chart imagery with expert-authored questions and answers.
Available on Request · Sample Available
Multimodal Geospatial Visual Reasoning
Satellite, aerial, and nautical-chart imagery paired with expert geospatial questions.
Volume
0
Volume
Scalable Volume
Coverage
Remote Sensing, GIS, Surveying, Maritime Navigation, Geospatial
48%Frontier Models · Pass rate
Targets
Modality & Delivery
ImageText→Text
Formats
Excel (.xlsx)Images
What You Receive
Coverage
Covers remote sensing, GIS, surveying, geology, agriculture, maritime navigation, and geospatial intelligence, requiring interpretation, measurement, change detection, object counting, and spatial reasoning.
Package Structure
Differentiators
- Pairs domain questions with task-relevant visual evidence.
- Pairs satellite, aerial, terrain, and nautical-chart imagery with expert-authored questions and answers.
Record Schema
| A | B | C | D | |
|---|---|---|---|---|
| 1 | answer | image_ref | question | solution |
| 2 | The concise final answer associated with the question. | Path to the associated image file referenced by the record. | The question or task presented in the dataset record. | The worked solution or supporting reasoning for the question. |
Results
| Model | Metric | Result |
|---|---|---|
| Frontier Models | Pass rate |
Methodology & Quality
Methodology
Questions are expert-authored, then split across an SME pool for complexity validation before benchmarking.
SME involvement
Domain-expert curated with up to L2 review
Stressors
Combined visual interpretation and domain reasoning.; Remote-sensing and navigation imagery across varied spatial scales.
Design criteria
- Require visual extraction together with domain-specific reasoning.
- Cover interpretation, measurement, change detection, object counting, and spatial reasoning.
Build assumptions
Quality approach
Known limitations
Customization & Scalability
Custom sets available. Additional volume in progress
Get Started
Request a Sample
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