| dataset_info: | |
| features: | |
| - name: question_id | |
| dtype: string | |
| - name: category | |
| dtype: string | |
| - name: turns | |
| sequence: string | |
| - name: question_title | |
| dtype: string | |
| - name: public_test_cases | |
| dtype: string | |
| - name: private_test_cases | |
| dtype: string | |
| - name: original_json | |
| struct: | |
| - name: question_title | |
| dtype: string | |
| - name: question_content | |
| dtype: string | |
| - name: platform | |
| dtype: string | |
| - name: question_id | |
| dtype: string | |
| - name: contest_id | |
| dtype: string | |
| - name: contest_date | |
| dtype: timestamp[s] | |
| - name: starter_code | |
| dtype: string | |
| - name: difficulty | |
| dtype: string | |
| - name: metadata | |
| dtype: string | |
| - name: release_date | |
| dtype: timestamp[s] | |
| - name: citation | |
| dtype: string | |
| - name: task | |
| dtype: string | |
| - name: livebench_release_date | |
| dtype: timestamp[s] | |
| - name: livebench_removal_date | |
| dtype: timestamp[s] | |
| - name: remainder | |
| dtype: string | |
| - name: solution | |
| dtype: string | |
| - name: partial_solution | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 254934173 | |
| num_examples: 128 | |
| download_size: 244785858 | |
| dataset_size: 254934173 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: test | |
| path: data/test-* | |
| arxiv: 2406.19314 | |
| # Dataset Card for "livebench/coding" | |
| LiveBench is a benchmark for LLMs designed with test set contamination and objective evaluation in mind. It has the following properties: | |
| - LiveBench is designed to limit potential contamination by releasing new questions monthly, as well as having questions based on recently-released datasets, arXiv papers, news articles, and IMDb movie synopses. | |
| - Each question has verifiable, objective ground-truth answers, allowing hard questions to be scored accurately and automatically, without the use of an LLM judge. | |
| - LiveBench currently contains a set of 18 diverse tasks across 6 categories, and we will release new, harder tasks over time. | |
| This is the instruction_following category of livebench. | |
| See more in our [paper](https://arxiv.org/abs/2406.19314), [leaderboard](https://livebench.ai/), and [datasheet](https://github.com/LiveBench/LiveBench/blob/main/docs/DATASHEET.md). | |