Imaging · dataset · 2026
AQUABENCH
Listed in Hugging Face Datasets
AQUABENCH: Evaluating Vision Foundation Models for Underwater Segmentation AQUABENCH is a unified semantic segmentation benchmark for evaluating how well pretrained vision foundation models (VFMs) transfer to underwater imagery.
Description
It repurposes nine publicly available underwater datasets into a common image–mask interface with standardized splits, resolutions, and background conventions, while preserving each dataset's original class taxonomy.
Paper: AQUABENCH: Evaluating Vision… See the full description on the dataset page: huggingface.co/datasets/TorbenGl/AQUABENCH.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/TorbenGl/AQUABENCH ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2007.08097 arxiv.org/abs/2007.08097 ↗
publication · from Hugging Face
- arXiv:2505.15581 arxiv.org/abs/2505.15581 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/TorbenGl/AQUABENCH ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image segmentation · text
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | TorbenGl/AQUABENCH | 7 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 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-segmentation | 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 |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |