pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.
☆354Oct 10, 2023Updated 3 years ago
Alternatives and similar repositories for pytrec_eval
Users that are interested in pytrec_eval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Evaluation software used in the Text Retrieval Conference☆283Oct 26, 2026Updated last week
- A simple toolkit to process TREC files in Python.☆174Aug 24, 2024Updated 2 years ago
- A toolkit for end-to-end neural ad hoc retrieval☆97Aug 20, 2024Updated 2 years ago
- Provides a common interface to many IR ranking datasets.☆392May 28, 2026Updated 5 months ago
- An end-to-end neural ad-hoc ranking pipeline.☆153Jul 13, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆267Jan 27, 2023Updated 3 years ago
- A clone of indri-5.12 with minor customizations.☆24Sep 23, 2024Updated 2 years ago
- Anserini is a Lucene toolkit for reproducible information retrieval research☆1,225Updated this week
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,331Oct 16, 2025Updated last year
- ☆24Oct 23, 2020Updated 6 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆391Jan 6, 2026Updated 10 months ago
- provides a common interface to many IR measure tools☆104Oct 27, 2026Updated last week
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,202Updated this week
- A toolkit for simulating interactive information retrieval☆21Sep 7, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- scripts to download and standardize trec query and document sets☆48Aug 7, 2019Updated 7 years ago
- A Python utility for indexing file lines. Best demo honourable mention at ECIR 2024.☆23Nov 9, 2025Updated 11 months ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆751Oct 24, 2026Updated 2 weeks ago
- pyndri is a Python interface to the Indri search engine.☆88Jun 21, 2022Updated 4 years ago
- docTTTTTquery document expansion model☆378Mar 25, 2023Updated 3 years ago
- Tool for comparing two ranked lists (TREC run files)☆21Nov 9, 2022Updated 3 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆347Jun 12, 2023Updated 3 years ago
- An Open-Source Package for Information Retrieval.☆441Oct 7, 2022Updated 4 years ago
- Neural Vector Space Models☆49Oct 30, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Rank-Biased Precision, Overlap, Recall, and Alignment☆15Jun 15, 2026Updated 4 months ago
- Python binding to the KrovetzStemmer package (C++ version)☆14Feb 12, 2023Updated 3 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆28Aug 10, 2023Updated 3 years ago
- ☆158Jul 20, 2026Updated 3 months ago
- Software for building the IR Anthology.☆11Sep 19, 2023Updated 3 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆355Dec 21, 2023Updated 2 years ago
- Tools for the TREC CAsT benchmark☆30Dec 15, 2022Updated 3 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,870Apr 6, 2023Updated 3 years ago
- ☆36Jun 12, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A multilingual version of MS MARCO passage ranking dataset☆148Oct 19, 2023Updated 3 years ago
- Standalone Neural Ranking Model (SNRM)☆76Dec 26, 2018Updated 7 years ago
- One-stop shop for running and fine-tuning transformer-based language models for retrieval☆65Sep 23, 2026Updated last month
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆518Oct 27, 2026Updated last week
- ↕️ Intuitive axiomatic retrieval experimentation.☆31Updated this week
- Automatic resource and metadata tracking for IR experiments.☆10Oct 19, 2026Updated 2 weeks ago
- Semantic Entity Retrieval Toolkit☆111Jul 26, 2017Updated 9 years ago