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The Top 23 Benchmark Evaluation Open Source Projects

Open source projects categorized as Benchmark Evaluation
Awesome Semantic Segmentation ⭐ 10,278
🤘 awesome-semantic-segmentation
most recent commit 3 years ago
Evo ⭐ 3,040
Python package for the evaluation of odometry and SLAM
total releases 93most recent commit 3 months ago
Opencompass ⭐ 2,434
OpenCompass is an LLM evaluation platform, supporting a wide range of models (InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
total releases 5most recent commit 6 hours ago
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5most recent commit 3 months ago
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6most recent commit 3 months agopypi avalanche-lib} Downloads
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44most recent commit 3 months agopypi pycm} Downloads
Llm Eval Survey ⭐ 1,066
The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
most recent commit 4 months ago
Fuzzbench ⭐ 1,023
FuzzBench - Fuzzer benchmarking as a service.
most recent commit 3 months ago
Few Shot Object Detection ⭐ 648
Implementations of few-shot object detection benchmarks
most recent commit 2 years ago
Xtreme ⭐ 547
XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.
most recent commit a year ago
Cblue ⭐ 515
中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
most recent commit a year ago
Fai Pep ⭐ 378
Facebook AI Performance Evaluation Platform
most recent commit 4 months ago
Superpixel Benchmark ⭐ 372
An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.
most recent commit 3 months ago
Stabilizer ⭐ 348
Stabilizer: Rigorous Performance Evaluation
most recent commit 3 years ago
Sceneparsing ⭐ 340
Development kit for MIT Scene Parsing Benchmark
most recent commit 5 years ago
Aslfeat ⭐ 275
Implementation of CVPR'20 paper - ASLFeat: Learning Local Features of Accurate Shape and Localization
most recent commit a year ago
Ros2 Performance ⭐ 251
Framework to evaluate peformance of ROS 2
most recent commit 4 months ago
Sarosperceptionkitti ⭐ 221
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
most recent commit 2 years ago
Transformer_str ⭐ 197
PyTorch implementation of my new method for Scene Text Recognition (STR) based on Transformer,Equipped with Transformer, this method outperforms the best model of the aforementioned deep-text-recognition-benchmark by 7.6% on CUTE80.
most recent commit 2 years ago
Trajnetplusplusbaselines ⭐ 194
[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
most recent commit a year ago
Cvalues ⭐ 191
面向中文大模型价值观的评估与对齐研究
most recent commit 9 months ago
Awesome Llm Eval ⭐ 183
Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs.
most recent commit 3 months ago
Knowledge Net ⭐ 170
KnowledgeNet: A Benchmark Dataset for Knowledge Base Population
most recent commit 4 years ago
The 4 Most Depended On Benchmark Evaluation Open Source Projects
Go Bexpr ⭐ 90
Generic boolean expression evaluation in Go
dependent packages 424total releases 16latest release September 11, 2023most recent commit 6 months ago
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44latest release June 07, 2023most recent commit 3 months agopypi pycm} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
The 10 Latest Releases In Benchmark Evaluation Open Source Projects
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5latest release December 05, 2023most recent commit 3 months ago
Evo ⭐ 3,040
Python package for the evaluation of odometry and SLAM
total releases 93latest release November 14, 2023most recent commit 3 months ago
Go Bexpr ⭐ 90
Generic boolean expression evaluation in Go
dependent packages 424total releases 16latest release September 11, 2023most recent commit 6 months ago
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44latest release June 07, 2023most recent commit 3 months agopypi pycm} Downloads
Fseval ⭐ 13
Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀
total releases 12latest release November 21, 2022most recent commit a year ago
Evalne ⭐ 91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
total releases 6latest release July 04, 2022most recent commit a year ago
Mf2 ⭐ 17
Collection of Multi-Fidelity benchmark functions
total releases 10latest release June 08, 2022most recent commit a year ago
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