|
--- |
|
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 |
|
|
|
```python |
|
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: |
|
|
|
```python |
|
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: |
|
|
|
```json |
|
{ |
|
"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: |
|
```bitex |
|
@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. |
|
|
