|
|
--- |
|
|
language: |
|
|
- en |
|
|
pretty_name: General AI Assistants Benchmark |
|
|
extra_gated_prompt: "To avoid contamination and data leakage, you agree to not reshare this dataset outside of a gated or private repository on the HF hub." |
|
|
extra_gated_fields: |
|
|
I agree to not reshare the GAIA submissions set according to the above conditions: checkbox |
|
|
--- |
|
|
# GAIA dataset |
|
|
|
|
|
GAIA is a benchmark which aims at evaluating next-generation LLMs (LLMs with augmented capabilities due to added tooling, efficient prompting, access to search, etc). |
|
|
|
|
|
We added gating to prevent bots from scraping the dataset. Please do not reshare the validation or test set in a crawlable format. |
|
|
|
|
|
## Data and leaderboard |
|
|
GAIA is made of more than 450 non-trivial question with an unambiguous answer, requiring different levels of tooling and autonomy to solve. It is therefore divided in 3 levels, where level 1 should be breakable by very good LLMs, and level 3 indicate a strong jump in model capabilities. Each level is divided into a fully public dev set for validation, and a test set with private answers and metadata. |
|
|
|
|
|
GAIA leaderboard can be found in this space (https://huggingface.co/spaces/gaia-benchmark/leaderboard). |
|
|
|
|
|
Questions are contained in metadata.jsonl. Some questions come with an additional file, that can be found in the same folder and whose id is given in the field file_name. |
|
|
|
|
|
More details in [the paper](https://arxiv.org/abs/2311.12983) for now and soon here as well. |
