Datasets:
File size: 1,168 Bytes
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dataset_info:
features:
- name: image
dtype: image
- name: question
dtype: string
- name: answer
dtype: string
- name: choices
dtype: string
- name: category
dtype: string
- name: source
dtype: string
- name: type
dtype: string
configs:
- config_name: default
data_files:
- split: test
path: data-*.parquet
license: mit
task_categories:
- visual-question-answering
language:
- en
tags:
- misleading
- vqa
- hallucination
- benchmark
size_categories:
- 1K<n<10K
---
# MVI-Bench
Misleading Visual Input Benchmark with 1,248 expert-annotated VQA instances across 6 visual illusion categories (resemblance, representation, material, mirror, occlusion, illusion).
## Fields
| Field | Description |
|-------|-------------|
| image | Input image (potentially misleading) |
| question | Question about the image |
| answer | Ground truth answer |
| choices | JSON-encoded list of options |
| category | Visual illusion category |
| source | Image source type (edited/synthetic) |
| type | Question type (normal/adversarial) |
Source: [kittyhy/MVI-Bench](https://huggingface.co/datasets/kittyhy/MVI-Bench)
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