{"data":{"slug":"internscience-scievalkit","name":"SciEvalKit","tagline":"A unified evaluation toolkit and leaderboard for rigorously assessing the scientific intelligence of large language and vision–language models across the full research workflow.","github_url":"https://github.com/InternScience/SciEvalKit","owner":"InternScience","repo":"SciEvalKit","owner_avatar_url":"https://avatars.githubusercontent.com/u/154449623?v=4","primary_language":"Python","stars":85,"forks":11,"topics":["agent","ai","ai4science","code-generation","evaluation","evaluation-framework","gemini","gpt","llm","llm-evaluation","vllm"],"archived":false,"github_pushed_at":"2026-06-17T07:43:47+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/internscience-scievalkit","markdown_url":"https://www.graphcanon.com/tools/internscience-scievalkit.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/internscience-scievalkit","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=internscience-scievalkit","description":"A unified evaluation toolkit and leaderboard for rigorously assessing the scientific intelligence of large language and vision–language models across the full research workflow.","homepage_url":null,"license":"Apache-2.0","open_issues":3,"watchers":3,"ai_summary":null,"readme_excerpt":"### 1 · Install\n\n```bash\ngit clone https://github.com/InternScience/SciEvalKit.git\ncd SciEvalKit\npip install -e .[all]    # brings in vllm, openai‑sdk, hf_hub, etc.\n```","github_created_at":"2025-12-03T05:56:18+00:00","created_at":"2026-07-15T10:39:29.884055+00:00","updated_at":"2026-07-15T10:39:33.262024+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"ai","name":"ai"},{"slug":"ai4science","name":"ai4science"},{"slug":"code-generation","name":"code-generation"},{"slug":"evaluation","name":"evaluation"},{"slug":"evaluation-framework","name":"evaluation-framework"},{"slug":"gemini","name":"gemini"},{"slug":"gpt","name":"gpt"}],"trust":{"provenance":{"is_fork":false,"github_id":1108941331,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-15T10:39:30.822Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":28,"last_release_at":null},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":1,"high_count":1,"last_scan_at":"2026-07-15T10:39:31.253Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-15T10:39:30.593Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-15T10:39:30.593Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-15T10:39:30.593Z"}}}}