Datasets:
Tasks:
Visual Question Answering
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
License:
File size: 816 Bytes
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---
license: cc-by-3.0
task_categories:
- visual-question-answering
language:
- en
tags:
- vision-language
- benchmark
- domain-specific
pretty_name: DomainBench
size_categories:
- 10K<n<100K
---
# DomainBench
DomainBench is a comprehensive benchmark for evaluating vision-language models across different domains.
## Dataset Structure
The benchmark consists of 7 domain-specific datasets:
- Animals
- Food
- Kitchen
- KITTI
- Person
- Vehicles
- Wildlife
Each domain contains:
- Images folder with visual content
- Question-answer pairs in JSON format
## Tasks
The benchmark includes various visual reasoning tasks:
1. Object Detection
2. Spatial Relationships
3. Color Analysis
4. Depth Perception
5. Object Interaction
6. Puzzle Solving
7. Image Variant Analysis
8. Object Condition Analysis
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