Benchmarking

Simple benchmark framework (in active development)

A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer.

Pytest plugin to create CodSpeed benchmarks

provides a common interface to many IR ad-hoc ranking benchmarks, training datasets, etc.

OpenMMLab Detection Toolbox and Benchmark

Reversible Data Transforms

Store data created during your pytest tests execution, and retrieve it at the end of the session, e.g. for applicative benchmarking purposes.

Airspeed Velocity: A simple Python history benchmarking tool

Python module to run and analyze benchmarks

Metrics for multiple object tracker benchmarking.

Massive Text Embedding Benchmark

The official SWE-bench package - a benchmark for evaluating LMs on software engineering

Benchmarking QRC measures the ability to store information of

A Python Toolbox for Benchmarking Machine Learning on Partially-Observed Time Series

Official Implementation of "COLLIE: Systematic Construction of Constrained Text Generation Tasks"

Quick and easy python benchmarking.

Benchmark Runner Tool

Open MMLab Semantic Segmentation Toolbox and Benchmark

resp-benchmark is a benchmark tool for testing databases that support the RESP protocol, such as Redis, Valkey, and Tair.

A Python wrapper for the Penn Machine Learning Benchmark data repository.

Merlion: A Machine Learning Framework for Time Series Intelligence

Open Graph Benchmark

OpenMMLab Pose Estimation Toolbox and Benchmark.

Scikit-learn-compatible datasets

WebArena benchmark for BrowserGym

A Heterogeneous Benchmark for Information Retrieval

Silero Models: pre-trained enterprise-grade STT / TTS models and benchmarks.

Modern benchmarking library for python with pytest integration.

Collection of ML models and benchmarking tools

MiniWoB++ benchmark for BrowserGym

CLIP-like models benchmarks on various datasets

OpenMMLab Image Classification Toolbox and Benchmark

Tools to benchmark, deploy and monitor prediction market agents.

OpenMMLab Model Pretraining Toolbox and Benchmark

ML models + benchmark for tabular data classification and regression

A high-performant C++ implementation of benchmark functions for mathematical optimization algorithms.

WorkArena benchmark for BrowserGym

Benchmark suite for Autoregressive Neural Emulators of PDEs in JAX.

AssistantBench benchmark for BrowserGym

This is an unofficial, use-at-your-own risks port of the webarena benchmark, for use as a standalone library package.

VisualWebArena benchmark for BrowserGym

Benchmark your code

BrowserGym integration for the WebLINX benchmark

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

This is an unofficial, use-at-your-own risks port of the visualwebarena benchmark, for use as a standalone library package.

Fuzzy Data Benchmark

A public and reproducible collection of reference implementations and benchmark suite for distributed machine learning systems.

MEALPY: An Open-source Library for Latest Meta-heuristic Algorithms in Python

rliable: Reliable evaluation on reinforcement learning and machine learning benchmarks.