OlympiadBench
OlympiadBench is an Olympic‑level bilingual multimodal scientific benchmark, containing 8,476 questions from Olympic‑level mathematics and physics competitions, including the Chinese Gaokao. Each question is accompanied by expert‑level step‑by‑step reasoning annotations. The dataset aims to challenge and advance AGI development through complex scientific problems. The best‑performing model, GPT‑4V, achieved an average score of only 17.97% on this benchmark, dropping to as low as 10.74% in the physics domain, highlighting the benchmark's rigor and the complexity of physical reasoning.
Description
Dataset Overview
Dataset Name
OlympiadBench
Dataset Description
OlympiadBench is an Olympic‑level bilingual multimodal scientific question benchmark, containing 8,476 questions from Olympic‑level mathematics and physics competitions, including the Chinese Gaokao. Each question includes expert‑level step‑by‑step reasoning annotations. The best‑performing model, GPT‑4V, achieved an average score of only 17.97% on OlympiadBench, and as low as 10.74% in the physics domain, highlighting the benchmark's rigor and the complexity of physical reasoning.
Dataset Configuration
- OE_MM_maths_en_COMP: OlympiadBench/OE_MM_maths_en_COMP/OE_MM_maths_en_COMP.parquet
- OE_MM_maths_zh_CEE: OlympiadBench/OE_MM_maths_zh_CEE/OE_MM_maths_zh_CEE.parquet
- OE_MM_maths_zh_COMP: OlympiadBench/OE_MM_maths_zh_COMP/OE_MM_maths_zh_COMP.parquet
- OE_MM_physics_en_COMP: OlympiadBench/OE_MM_physics_en_COMP/OE_MM_physics_en_COMP.parquet
- OE_MM_physics_zh_CEE: OlympiadBench/OE_MM_physics_zh_CEE/OE_MM_physics_zh_CEE.parquet
- OE_TO_maths_en_COMP: OlympiadBench/OE_TO_maths_en_COMP/OE_TO_maths_en_COMP.parquet
- OE_TO_maths_zh_CEE: OlympiadBench/OE_TO_maths_zh_CEE/OE_TO_maths_zh_CEE.parquet
- OE_TO_maths_zh_COMP: OlympiadBench/OE_TO_maths_zh_COMP/OE_TO_maths_zh_COMP.parquet
- OE_TO_physics_en_COMP: OlympiadBench/OE_TO_physics_en_COMP/OE_TO_physics_en_COMP.parquet
- OE_TO_physics_zh_CEE: OlympiadBench/OE_TO_physics_zh_CEE/OE_TO_physics_zh_CEE.parquet
- TP_MM_maths_en_COMP: OlympiadBench/TP_MM_maths_en_COMP/TP_MM_maths_en_COMP.parquet
- TP_MM_maths_zh_CEE: OlympiadBench/TP_MM_maths_zh_CEE/TP_MM_maths_zh_CEE.parquet
- TP_MM_maths_zh_COMP: OlympiadBench/TP_MM_maths_zh_COMP/TP_MM_maths_zh_COMP.parquet
- TP_MM_physics_en_COMP: OlympiadBench/TP_MM_physics_en_COMP/TP_MM_physics_en_COMP.parquet
- TP_TO_maths_en_COMP: OlympiadBench/TP_TO_maths_en_COMP/TP_TO_maths_en_COMP.parquet
- TP_TO_maths_zh_CEE: OlympiadBench/TP_TO_maths_zh_CEE/TP_TO_maths_zh_CEE.parquet
- TP_TO_maths_zh_COMP: OlympiadBench/TP_TO_maths_zh_COMP/TP_TO_maths_zh_COMP.parquet
- TP_TO_physics_en_COMP: OlympiadBench/TP_TO_physics_en_COMP/TP_TO_physics_en_COMP.parquet
Task Types
- Question Answering
- Visual Question Answering
Languages
- Chinese
- English
Tags
- Mathematics
- Physics
Dataset Size
- 10M<n<100M
License
apache-2.0
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Topics
Source
Organization: huggingface
Created: 7/16/2024
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