metadata

configs:
  - config_name: OE_MM_maths_en_COMP
    data_files: OlympiadBench/OE_MM_maths_en_COMP/OE_MM_maths_en_COMP.parquet
  - config_name: OE_MM_maths_zh_CEE
    data_files: OlympiadBench/OE_MM_maths_zh_CEE/OE_MM_maths_zh_CEE.parquet
  - config_name: OE_MM_maths_zh_COMP
    data_files: OlympiadBench/OE_MM_maths_zh_COMP/OE_MM_maths_zh_COMP.parquet
  - config_name: OE_MM_physics_en_COMP
    data_files: OlympiadBench/OE_MM_physics_en_COMP/OE_MM_physics_en_COMP.parquet
  - config_name: OE_MM_physics_zh_CEE
    data_files: OlympiadBench/OE_MM_physics_zh_CEE/OE_MM_physics_zh_CEE.parquet
  - config_name: OE_TO_maths_en_COMP
    data_files: OlympiadBench/OE_TO_maths_en_COMP/OE_TO_maths_en_COMP.parquet
  - config_name: OE_TO_maths_zh_CEE
    data_files: OlympiadBench/OE_TO_maths_zh_CEE/OE_TO_maths_zh_CEE.parquet
  - config_name: OE_TO_maths_zh_COMP
    data_files: OlympiadBench/OE_TO_maths_zh_COMP/OE_TO_maths_zh_COMP.parquet
  - config_name: OE_TO_physics_en_COMP
    data_files: OlympiadBench/OE_TO_physics_en_COMP/OE_TO_physics_en_COMP.parquet
  - config_name: OE_TO_physics_zh_CEE
    data_files: OlympiadBench/OE_TO_physics_zh_CEE/OE_TO_physics_zh_CEE.parquet
  - config_name: TP_MM_maths_en_COMP
    data_files: OlympiadBench/TP_MM_maths_en_COMP/TP_MM_maths_en_COMP.parquet
  - config_name: TP_MM_maths_zh_CEE
    data_files: OlympiadBench/TP_MM_maths_zh_CEE/TP_MM_maths_zh_CEE.parquet
  - config_name: TP_MM_maths_zh_COMP
    data_files: OlympiadBench/TP_MM_maths_zh_COMP/TP_MM_maths_zh_COMP.parquet
  - config_name: TP_MM_physics_en_COMP
    data_files: OlympiadBench/TP_MM_physics_en_COMP/TP_MM_physics_en_COMP.parquet
  - config_name: TP_TO_maths_en_COMP
    data_files: OlympiadBench/TP_TO_maths_en_COMP/TP_TO_maths_en_COMP.parquet
  - config_name: TP_TO_maths_zh_CEE
    data_files: OlympiadBench/TP_TO_maths_zh_CEE/TP_TO_maths_zh_CEE.parquet
  - config_name: TP_TO_maths_zh_COMP
    data_files: OlympiadBench/TP_TO_maths_zh_COMP/TP_TO_maths_zh_COMP.parquet
  - config_name: TP_TO_physics_en_COMP
    data_files: OlympiadBench/TP_TO_physics_en_COMP/TP_TO_physics_en_COMP.parquet
license: apache-2.0
task_categories:
  - question-answering
  - visual-question-answering
language:
  - zh
  - en
tags:
  - math
  - physics
pretty_name: olympiadbench
size_categories:
  - 10M<n<100M

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

📖 arXiv | GitHub

Dataset Description

OlympiadBench is an Olympiad-level bilingual multimodal scientific benchmark, featuring 8,476 problems from Olympiad-level mathematics and physics competitions, including the Chinese college entrance exam. Each problem is detailed with expert-level annotations for step-by-step reasoning. Notably, the best-performing model, GPT-4V, attains an average score of 17.97% on OlympiadBench, with a mere 10.74% in physics, highlighting the benchmark rigor and the intricacy of physical reasoning.

More details are at our GitHub.

Contact

Chaoqun He: [email protected]

Citation

If you do find our code helpful or use our benchmark dataset, please citing our paper.

BibTeX:

@article{he2024olympiadbench,
  title={Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems},
  author={He, Chaoqun and Luo, Renjie and Bai, Yuzhuo and Hu, Shengding and Thai, Zhen Leng and Shen, Junhao and Hu, Jinyi and Han, Xu and Huang, Yujie and Zhang, Yuxiang and others},
  journal={arXiv preprint arXiv:2402.14008},
  year={2024}
}