|
|
--- |
|
|
language: |
|
|
- en |
|
|
pretty_name: TallyBench |
|
|
tags: |
|
|
- counting |
|
|
- visual reasoning |
|
|
- benchmark |
|
|
license: cc-by-4.0 |
|
|
task_categories: |
|
|
- visual-question-answering |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/train-* |
|
|
dataset_info: |
|
|
features: |
|
|
- name: image |
|
|
dtype: image |
|
|
- name: image_name |
|
|
dtype: string |
|
|
- name: vlm_question |
|
|
dtype: string |
|
|
- name: gt_answer |
|
|
dtype: int32 |
|
|
- name: categories |
|
|
dtype: string |
|
|
- name: image_type |
|
|
dtype: string |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 1062256505.0 |
|
|
num_examples: 2000 |
|
|
download_size: 1000274834 |
|
|
dataset_size: 1062256505.0 |
|
|
--- |
|
|
|
|
|
# TallyBench |
|
|
|
|
|
TallyBench is a dataset of 2,000 counting images with QA pairs. |
|
|
It was constructed to evaluate quantity reasoning in vision–language models (VLMs). |
|
|
TallyBench also serves as an auxiliary dataset for **CompareBench**. |
|
|
|
|
|
## Related Datasets |
|
|
|
|
|
- [CompareBench](https://huggingface.co/datasets/qiuzhangTiTi/CompareBench) |
|
|
- [HistCaps](https://huggingface.co/datasets/qiuzhangTiTi/HistCaps) |
|
|
|
|
|
## Code |
|
|
|
|
|
👉 [CompareBench on GitHub](https://github.com/caijie0620/CompareBench) |
