Datasets:
| 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) | |