Imaging · dataset · 2024
aialliance/GEOBench-VLM
Listed in Hugging Face Datasets
GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks
Description
Summary
While numerous recent benchmarks focus on evaluating generic Vision-Language Models (VLMs), they fall short in addressing the unique demands of geospatial applications. Generic VLM benchmarks are not designed to handle the complexities of geospatial data, which is critical for applications such as environmental monitoring, urban planning, and disaster management. Some of the unique… See the full description on the dataset page: huggingface.co/datasets/aialliance/GEOBench-VLM.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/aialliance/GEOBench-VLM ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2411.19325 arxiv.org/abs/2411.19325 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/aialliance/GEOBench-VLM ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | aialliance/GEOBench-VLM | 14 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:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |