Datasets:
File size: 1,259 Bytes
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dataset_info:
features:
- name: image
dtype: image
- name: image_name
dtype: string
- name: question
dtype: string
- name: answer
dtype: string
- name: long_answer
dtype: string
- name: type
dtype: string
- name: evaluation
dtype: string
- name: root
dtype: string
- name: source
dtype: string
configs:
- config_name: default
data_files:
- split: train
path: fiha-*.parquet
license: mit
task_categories:
- visual-question-answering
language:
- en
tags:
- hallucination
- fine-grained
- foggy
- coco
size_categories:
- 10K<n<100K
---
# FIHA
Fine-grained Hallucination Evaluation benchmark with 24,799 QA pairs across MSCOCO (500 images) and Foggy Cityscapes (150 images) datasets.
## Fields
| Field | Description |
|-------|-------------|
| image | Input image |
| image_name | Original image filename |
| question | Question about the image |
| answer | Short answer (yes/no) |
| long_answer | Detailed answer |
| type | Question type (yes/no) |
| evaluation | Evaluation dimension (object_existence, attribute_existence, etc.) |
| root | Root object being queried |
| source | Image source (mscoco/foggy) |
Source: [confidentzzzs/FIHA](https://github.com/confidentzzzs/FIHA)
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