Datasets:
| 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) | |