Popular GitHub Repositories for Academic Benchmark

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

OpenMMLab Detection Toolbox and Benchmark

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

OpenMMLab Pose Estimation Toolbox and Benchmark.

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

A series of large language models developed by Baichuan Intelligent Technology

OpenMMLab Pre-training Toolbox and Benchmark

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

SuperCLUE: 中文通用大模型综合性基准 | A Benchmark for Foundation Models in Chinese

SWE-bench [Multimodal]: Can Language Models Resolve Real-world Github Issues?

A 13B large language model developed by Baichuan Intelligent Technology

A unified evaluation framework for large language models

MTEB: Massive Text Embedding Benchmark

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

Repository for benchmarking graph neural networks (JMLR 2023)

?FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.