datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
bootstrapvue-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: BootstrapVue 2.23
Documentation Data Source Link: https://bootstrap-vue.org/docs/
Data Source License: https://github.com/bootstrap-vue/bootstrap-vue/blob/dev/LICENSE
Data Source Authors: BootstrapVue Team
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
opentelemetry-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Homebrew
Documentation Data Source Link: https://opentelemetry.io/docs/
Data Source License: https://github.com/open-telemetry/opentelemetry.io/blob/main/LICENSE
Data Source Authors: OpenTelemetry Authors
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
flask-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Flask
Documentation Data Source Link: https://flask.palletsprojects.com/en/stable/
Data Source License: https://flask.palletsprojects.com/en/stable/license/
Data Source Authors: Pallets Project
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
streamlit-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Streamlit
Data Source Link: https://docs.streamlit.io/
Data Source License: https://github.com/streamlit/streamlit/blob/develop/LICENSE
Data Source Authors: Snowflake Inc.
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
symfony-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Symfony
Documentation Data Source Link: https://symfony.com/doc/current/index.html
Data Source License: https://github.com/symfony/symfony?tab=MIT-1-ov-file#readme
Data Source Authors: Symfony SAS
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
weaviate-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: weaviate
Data Source Link: https://weaviate.io/developers/weaviate
Data Source License: https://github.com/weaviate/weaviate/blob/main/LICENSE
Data Source Authors: Weaviate B.V.
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
mlflow-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: mlflow
Data Source Link: https://mlflow.org/docs/latest/index.html
Data Source License: https://github.com/mlflow/mlflow/tree/master?tab=Apache-2.0-1-ov-file#readme
Data Source Authors: MLflow Project, a Series of LF Projects, LLC
AI Benchmarks by Data Agents 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
opencv-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: opencv
Data Source Link: https://docs.opencv.org/
Data Source License: https://github.com/opencv/opencv/blob/master/LICENSE
Data Source Authors: opencv contributors
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
spacy-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Spacy
Data Source Link: https://spacy.io/usage
Data Source License: https://github.com/explosion/spaCy/blob/master/LICENSE
Data Source Authors: ExplosionAI GmbH, 2016 spaCy GmbH, 2015 Matthew Honnibal
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
albumentations-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: albumentations
Documentation Data Source Link: https://github.com/albumentations-team/albumentations?tab=MIT-1-ov-file#readme
Data Source License: https://www.albumentations.ai/docs/
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
numba-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: numba
Data Source Link: https://numba.readthedocs.io/en/stable/reference/index.html
Data Source License: https://numba.readthedocs.io/en/stable/developer/repomap.html?highlight=license
Data Source Authors: Anaconda, Inc. and others.
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
tensorflow-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: tensorflow
Data Source Link: https://www.tensorflow.org/api_docs
Data Source License: https://github.com/tensorflow/tensorflow/blob/master/LICENSE
Data Source Authors: Google
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
nodejs-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Node.js
Documentation Data Source Link: https://nodejs.org/docs/latest/api/
Data Source License: https://github.com/nodejs/node/blob/main/LICENSE
Data Source Authors: Node.js Contributors
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
captum-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: captum
Documentation Data Source Link: https://captum.ai/docs/introduction
Data Source License: https://github.com/pytorch/captum?tab=BSD-3-Clause-1-ov-file#readme
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
flaml-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: flaml
Documentation Data Source Link: https://microsoft.github.io/FLAML/docs/Getting-Started
Data Source License: https://github.com/microsoft/FLAML?tab=MIT-1-ov-file#readme
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
apache-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: apache
Documentation Data Source Link: https://www.apache.org/ Data Source
Data Source License: https://www.apache.org/licenses/LICENSE-2.0
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
keras-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: keras
Documentation Data Source Link: https://keras.io/
Data Source License: https://github.com/keras-team/keras/blob/master/LICENSE
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
scipy-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: scipy documentation
Data Source Link: https://docs.scipy.org/doc/scipy/reference/index.html
Data Source License: CC0 1.0 Universal
Data Source Authors: https://docs.scipy.org/doc/scipy/dev/governance.html
AI Benchmarks by Data Agents. 2025 RELAI.AI Licensed under CC BY 4.0. Source: https://relai.ai
gradio-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: gradio
Documentation Data Source Link: https://www.gradio.app/docs
Data Source License: https://github.com/gradio-app/gradio/blob/main/LICENSE
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
langgraph-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: langgraph
Documentation Data Source Link: https://langchain-ai.github.io/langgraph/tutorials/introduction/
Data Source License: https://github.com/langchain-ai/langgraph?tab=MIT-1-ov-file
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
jquery-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: JQuery
Documentation Data Source Link: https://api.jquery.com/
Data Source License: https://github.com/jquery/jquery/blob/main/LICENSE.txt
Data Source Authors: OpenJS Foundation
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
expressjs-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Express.js
Documentation Data Source Link: https://expressjs.com/en/api.html
Data Source License:https://github.com/expressjs/express/blob/master/LICENSE
Data Source Authors: OpenJS Foundation
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
pytorch-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: pytorch
Data Source Link: https://pytorch.org/docs/stable/index.html
Data Source License: https://github.com/pytorch/pytorch/blob/main/LICENSE
Data Source Authors: PyTorch
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
go-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Go
Documentation Data Source Link: https://go.dev/doc/
Data Source License: https://go.dev/LICENSE
Data Source Authors: Go Contributors
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
mmcv-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: mmcv
Data Source Link: https://mmcv.readthedocs.io/en/latest/
Data Source License: https://github.com/open-mmlab/mmcv?tab=Apache-2.0-1-ov-file#readme
Data Source Authors: OpenMMLab Computer Vision Foundation
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
rasa-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: rasa
Data Source Link: https://rasa.com/docs/
Data Source License: https://github.com/RasaHQ/rasa/blob/3.6.x/LICENSE.txt
Data Source Authors: Rasa Technologies Inc
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
docker-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Django
Documentation Data Source Link: https://docs.djangoproject.com/en/5.2/
Data Source License: https://docs.djangoproject.com/en/5.2/faq/general/#how-is-django-licensed
Data Source Authors: Django Software Foundation
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
catalyst-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: catalyst
Documentation Data Source Link: https://catalyst-team.github.io/catalyst/
Data Source License: https://github.com/catalyst-team/catalyst/blob/master/LICENSE
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
kubernetes-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Kubernetes
Documentation Data Source Link: https://kubernetes.io/docs/home/
Data Source License: https://github.com/kubernetes/website/blob/main/LICENSE
Data Source Authors: Kubernetes Authors
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
langchain-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: langchain
Documentation Data Source Link: https://python.langchain.com/docs/introduction/
Data Source License: https://github.com/langchain-ai/langchain/blob/master/LICENSE
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai