---
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)