SciEvalKit

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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

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85 stars11 forksLast push 4w Python Apache-2.0

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Maintenance and security

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Maintenance: Active (28d since push); As of today
Provenance: Not a fork · Organization account; As of today
Security (OSV): 1 high, 1 low (1 high, 1 low); As of today

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Install

pip install SciEvalKit

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A unified evaluation toolkit and leaderboard for rigorously assessing the scientific intelligence of large language and vision–language models across the full research workflow.

Capability facts

Languages: python
Source: github.language · Jul 15, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Jul 15, 2026)

pip install -e .[all] # brings in vllm, openai‑sdk, hf_hub, etc.

Source link

README

1 · Install

git clone https://github.com/InternScience/SciEvalKit.git
cd SciEvalKit
pip install -e .[all]    # brings in vllm, openai‑sdk, hf_hub, etc.

For agents

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/tools/internscience-scievalkit.md GET /api/graphcanon/tools/internscience-scievalkit GET /api/graphcanon/graph?tool=internscience-scievalkit