Table · dataset · 2025
eve-esa/hallucination-detection
Listed in Hugging Face Datasets
Dataset
Description
Summary
Hallucination Detection dataset is a specialized dataset designed to evaluate language models' tendency to hallucinate (generate factually incorrect or unsupported information) in the Earth Observation (EO) domain. Unlike typical QA datasets that focus on correctness, this dataset contains deliberately hallucinated answers with detailed annotations marking which portions of the text are hallucinated. This dataset was introduced as part of the paper EVE: A… See the full description on the dataset page: huggingface.co/datasets/eve-esa/hallucination-detection.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/eve-esa/hallucination-detection ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2604.13071 arxiv.org/abs/2604.13071 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/eve-esa/hallucination-detection ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI · Satellite remote sensing
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | eve-esa/hallucination-detection | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:remote-sensing | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['earth-observation'] |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |