---
dataset_info:
  features:
  - name: task
    dtype: string
  - name: yes_question
    dtype: string
  - name: no_question
    dtype: string
  - name: context
    dtype: string
  - name: image_id
    dtype: string
  - name: image
    dtype: image
  - name: hitem
    dtype: string
  - name: subject
    dtype: string
  - name: gt
    dtype: string
  - name: ccs_description
    dtype: string
  configs:
  - config_name: default
    data_files:
    - split: test
      path: test-*.parquet
---

# PhD

PhD (Prompted Visual Hallucination Evaluation Dataset) is a benchmark for evaluating visual hallucination in multimodal models across five task types: attribute, object, counting, positional, and sentiment.