|
--- |
|
dataset_info: |
|
- config_name: chinese_culture |
|
features: |
|
- name: index |
|
dtype: int32 |
|
- name: question |
|
dtype: string |
|
- name: image |
|
dtype: image |
|
- name: A |
|
dtype: string |
|
- name: B |
|
dtype: string |
|
- name: C |
|
dtype: string |
|
- name: D |
|
dtype: string |
|
- name: answer |
|
dtype: string |
|
- name: category |
|
dtype: string |
|
- name: source |
|
dtype: string |
|
splits: |
|
- name: test |
|
num_bytes: 55546140.0 |
|
num_examples: 2176 |
|
download_size: 54795762 |
|
dataset_size: 55546140.0 |
|
- config_name: default |
|
features: |
|
- name: index |
|
dtype: int32 |
|
- name: question |
|
dtype: string |
|
- name: image |
|
dtype: image |
|
- name: hint |
|
dtype: string |
|
- name: A |
|
dtype: string |
|
- name: B |
|
dtype: string |
|
- name: C |
|
dtype: string |
|
- name: D |
|
dtype: string |
|
- name: answer |
|
dtype: string |
|
- name: category |
|
dtype: string |
|
- name: source |
|
dtype: string |
|
- name: L2-category |
|
dtype: string |
|
- name: comment |
|
dtype: string |
|
- name: split |
|
dtype: string |
|
splits: |
|
- name: dev |
|
num_bytes: 102763038.0 |
|
num_examples: 4329 |
|
- name: test |
|
num_bytes: 148195795.0 |
|
num_examples: 6666 |
|
download_size: 238168349 |
|
dataset_size: 250958833.0 |
|
configs: |
|
- config_name: chinese_culture |
|
data_files: |
|
- split: test |
|
path: chinese_culture/test-* |
|
- config_name: default |
|
data_files: |
|
- split: dev |
|
path: data/dev-* |
|
- split: test |
|
path: data/test-* |
|
--- |
|
<p align="center" width="100%"> |
|
<img src="https://i.postimg.cc/g0QRgMVv/WX20240228-113337-2x.png" width="100%" height="80%"> |
|
</p> |
|
|
|
# Large-scale Multi-modality Models Evaluation Suite |
|
|
|
> Accelerating the development of large-scale multi-modality models (LMMs) with `lmms-eval` |
|
|
|
๐ [Homepage](https://lmms-lab.github.io/) | ๐ [Documentation](docs/README.md) | ๐ค [Huggingface Datasets](https://huggingface.co/lmms-lab) |
|
|
|
# This Dataset |
|
|
|
This is a formatted version of the Chinese subset of [MMBench](https://arxiv.org/abs/2307.06281). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models. |
|
|
|
``` |
|
@article{MMBench, |
|
author = {Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin}, |
|
journal = {arXiv:2307.06281}, |
|
title = {MMBench: Is Your Multi-modal Model an All-around Player?}, |
|
year = {2023}, |
|
} |
|
``` |