---
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)