{"id":28300259,"url":"https://github.com/zachpinto/sota-explorer","last_synced_at":"2026-05-04T13:31:23.804Z","repository":{"id":245781475,"uuid":"818002687","full_name":"zachpinto/SOTA-explorer","owner":"zachpinto","description":"Streamlit app for viewing detailed information about SOTA ML models and performances on popular benchmarks","archived":false,"fork":false,"pushed_at":"2024-07-07T21:48:04.000Z","size":3131,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-18T20:45:06.546Z","etag":null,"topics":["artificial-intelligence","machine-learning","paperswithcode","streamlit"],"latest_commit_sha":null,"homepage":"https://sota-explorer.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zachpinto.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-06-20T22:30:11.000Z","updated_at":"2024-07-07T21:48:08.000Z","dependencies_parsed_at":"2024-06-28T05:32:07.982Z","dependency_job_id":null,"html_url":"https://github.com/zachpinto/SOTA-explorer","commit_stats":null,"previous_names":["zachpinto/sota-explorer"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zachpinto/SOTA-explorer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zachpinto%2FSOTA-explorer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zachpinto%2FSOTA-explorer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zachpinto%2FSOTA-explorer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zachpinto%2FSOTA-explorer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zachpinto","download_url":"https://codeload.github.com/zachpinto/SOTA-explorer/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zachpinto%2FSOTA-explorer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32609348,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-04T10:08:07.713Z","status":"ssl_error","status_checked_at":"2026-05-04T10:08:02.005Z","response_time":58,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["artificial-intelligence","machine-learning","paperswithcode","streamlit"],"created_at":"2025-05-23T15:20:22.417Z","updated_at":"2026-05-04T13:31:23.799Z","avatar_url":"https://github.com/zachpinto.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SOTA Explorer\n\n## Description\nThis project creates a streamlit app to allow users to quickly find and view detailed information about ML \ntasks and how various models have performed on popular benchmarks. The app is designed to be user-friendly and easy to navigate. \nOne theoretical use case is for journalists to quickly find a layman description of a given ML task and, if necessary,\nreport on how specific capabilities related to that task (or its subtasks) have improved over time. \n\n## Features\n- Search for SOTA models by task, dataset, or model name in a \"nested\" directory structure\n- View detailed information about a task, including: \n  - A layman's description of the task\n  - A list of subtasks (if applicable)\n  - A list of datasets used to benchmark the task\n  - A chart showing the performance of various models on selected task over time\n\n## Data Sources\n- [Papers with Code](https://paperswithcode.com/) for all ML tasks, datasets, and model evaluation metrics\n\n## Installation\n\nClone the repository and navigate to the project directory:\n\n```bash\ngit clone https://github.com/zachpinto/SOTA-explorer.git\ncd SOTA-Explorer\n```\n\nInstall the required packages:\n\n```bash\npip install -r requirements.txt\n```\n\n## Usage\n\nTo run the application, execute the following command:\n\n```bash\nstreamlit run HOME.py\n```\n\n## Contributing\n\nPull requests are welcome. I am not a professional web developer, so major changes to other front-end technologies are welcome. \n\n\n## License\nMIT\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzachpinto%2Fsota-explorer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzachpinto%2Fsota-explorer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzachpinto%2Fsota-explorer/lists"}