OpenCompass

OpenCompass Website ^HOT OpenCompass Toolkit ^{TRY IT OUT}

What is OpenCompass ? OpenCompass is a platform focused on understanding of the AGI, include Large Language Model and Multi-modality Model.

We aim to:

develop high-quality libraries to reduce the difficulties in evaluation
provide convincing leaderboards for improving the understanding of the large models
create powerful toolchains targeting a variety of abilities and tasks
build solid benchmarks to support the large model research
research on inference of Large Model(analysis, reasoning, prompt engineering.)

Toolkit

OpenCompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (LLaMA, LLaMa2, ChatGLM2, ChatGPT, Claude, etc) over 80+ datasets.
https://github.com/open-compass/opencompass

VLMEvalKit

VLMEvalKit is a toolkit for evaluating large vision-language models (LVLMs), currently supporting ~20 LVLMs and five multi-modal benchmarks.
https://github.com/open-compass/vlmevalkit

Project	Topic	Paper
DevBench	Automated Software Development	DevBench: Towards LLMs based Automated Software Development
CriticBench	Critic Reasoning	CriticBench: Evaluating Large Language Models as Critic
ANAH	Hallucination Annotation	ANAH: Analytical Annotation of Hallucinations in Large Language Models
MathBench	Mathematical Reasoning	MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark
T-Eval	Tool Utilization	T-Eval: Evaluating the Tool Utilization Capability Step by Step
MMBench	Multi Modality	MMBench: Is Your Multi-modal Model an All-around Player?
BotChat	Subjective Evaluation	BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues
LawBench	Domain Evaluation	LawBench: Benchmarking Legal Knowledge of Large Language Models