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README.md

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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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