README.md

metadata

language:
  - eng
pretty_name: LMSYS Chatbot Arena ELO Scores
license:
  - apache-2.0
tags:
  - lmsys
  - chatbot
  - arena
  - elo

LMSYS Chatbot Arena ELO Scores

This dataset is a datasets-friendly version of Chatbot Arena ELO scores, updated daily from the leaderboard API at https://huggingface.co/spaces/lmarena-ai/chatbot-arena-leaderboard.

Updated: 20241024

Loading Data

from datasets import load_dataset

dataset = load_dataset("mathewhe/chatbot-arena-elo", split="train")

The main branch of this dataset will always be updated to the latest ELO and leaderboard version. If you need a fixed dataset that does not change, please specify a date tag when loading the dataset:

from datsasets import load_dataset

# Load the leaderboard from October 24, 2024
dataset = load_dataset("mathewhe/chatbot-arena-elo", split="train", revision="20241024")

Tags are only created when the leaderboard is updated. See below for a list of recent tags.

20241024
20241023
20241020
20241014

Dataset Structure

Example instance:

{
  "Rank* (UB)": 1,
  "Model Markup": "<a target=""_blank"" href=""https://help.openai.com/en/articles/9624314-model-release-notes"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">ChatGPT-4o-latest (2024-09-03)</a>"
  "Model": "ChatGPT-4o-latest (2024-09-03)",
  "Arena Score": 1338,
  "95% CI": "+3/-5",
  "Votes": 24135,
  "Organization": "OpenAI",
  "License": "Proprietary",
  "Knowledge Cutoff": "2023/10"
}

Citation Information

To cite the ELO leaderboard, please use the original citation:

@misc{chiang2024chatbot,
    title={Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference},
    author={Wei-Lin Chiang and Lianmin Zheng and Ying Sheng and Anastasios Nikolas Angelopoulos and Tianle Li and Dacheng Li and Hao Zhang and Banghua Zhu and Michael Jordan and Joseph E. Gonzalez and Ion Stoica},
    year={2024},
    eprint={2403.04132},
    archivePrefix={arXiv},
    primaryClass={cs.AI}
}

If you want to cite this repo or specific commits for reproducibility, please include a link to this repo and an exact commit hash or tag.