Popular GitHub Repositories for Nas Benchmark

OpenMMLab Detection Toolbox and Benchmark

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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?

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

A 13B large language model developed by Baichuan Intelligent Technology

MTEB: Massive Text Embedding Benchmark

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

A unified evaluation framework for large language models

Repository for benchmarking graph neural networks (JMLR 2023)

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