The evaluator covering all of the metrics required by tasks within the DUE Benchmark.

Related tags

Testingevaluator
Overview

DUE Evaluator

The repository contains the evaluator covering all of the metrics required by tasks within the DUE Benchmark, i.e., set-based F1 (for KIE), ANLS (used in document VQA), accuracy (including variant used in WTQ), as well as group-based ANLS we proposed for KIE problems with structured output.

Usage

The deval command will be available after the package installation. Every time, it is required to provide input and output files (both in the DU-Schema format) using -o and -r parameters.

Other settings are task-specific and limited to metric (-m) and optional case-insensitiveness (-i). Recommended values of these are:

Dataset Metric Case insensitive
DocVQA, InfographicsVQA ANLS Yes
Kleister Charity, DeepForm F1 Yes
PapersWithCode GROUP-ANLS Yes
WikiTableQuestions WTQ No (handled by metric itself)
TabFact F1 (obtained value will be equal to Accuracy) No
Owner
DUE Benchmark
The benchmark consisting of both available and reformulated datasets to measure the end-to-end capabilities of systems in real-world scenarios.
DUE Benchmark
GitHub Repository
A Python Selenium library inspired by the Testing Library

Selenium Testing Library Slenium Testing Library (STL) is a Python library for Selenium inspired by Testing-Library. Dependencies Python 3.6, 3.7, 3.8

Anže Pečar 12 Dec 26, 2022
Based on the selenium automatic test framework of python, the program crawls the score information of the educational administration system of a unive

whpu_spider 该程序基于python的selenium自动化测试框架，对某高校的教务系统的成绩信息实时爬取，在检测到成绩更新之后，会通过电子邮件的方式，将更新的成绩以文本的方式发送给用户，可以使得用户在不必手动登录教务系统网站时，实时获取成绩更新的信息。 该程序仅供学习交流，不可用于恶意攻

1 Dec 30, 2021
Photostudio是一款能进行自动化检测网页存活并实时给网页拍照的工具，通过调用Fofa/Zoomeye/360qua/shodan等 Api快速准确查询资产并进行网页截图，从而实施进一步的信息筛查。

Photostudio-红队快速爬取网页快照工具 一、简介： 正如其名：这是一款能进行自动化检测,实时给网页拍照的工具 信息收集要求所收集到的信息要真实可靠。 当然，这个原则是信息收集工作的最基本的要求。为达到这样的要求，信息收集者就必须对收集到的信息反复核实，不断检验，力求把误差减少到最低限度。我

s7ck Team 41 Dec 11, 2022
Rerun pytest when your code changes

A simple watcher for pytest Overview pytest-watcher is a tool to automatically rerun pytest when your code changes. It looks for the following events:

Olzhas Arystanov 74 Dec 29, 2022
Statistical tests for the sequential locality of graphs

Statistical tests for the sequential locality of graphs You can assess the statistical significance of the sequential locality of an adjacency matrix

2 Nov 23, 2021
RAT-el is an open source penetration test tool that allows you to take control of a windows machine.

To prevent RATel from being detected by antivirus, please do not upload the payload to TOTAL VIRUS. Each month I will test myself if the payload gets detected by antivirus. So you’ll have a photo eve

218 Dec 16, 2022
Django test runner using nose

django-nose django-nose provides all the goodness of nose in your Django tests, like: Testing just your apps by default, not all the standard ones tha

Jazzband 880 Dec 15, 2022
自动化爬取并自动测试所有swagger-ui.html显示的接口

swagger-hack 在测试中偶尔会碰到swagger泄露 常见的泄露如图： 有的泄露接口特别多，每一个都手动去试根本试不过来 于是用python写了个脚本自动爬取所有接口，配置好传参发包访问 原理是首先抓取http://url/swagger-resources 获取到有哪些标准及对应的文档地

jayus 534 Dec 29, 2022
A feature flipper for Django

README Django Waffle is (yet another) feature flipper for Django. You can define the conditions for which a flag should be active, and use it in a num

952 Jan 06, 2023
1st Solution to QQ Browser 2021 AIAC Track 2

1st Solution to QQ Browser 2021 AIAC Track 2 This repository is the winning solution to QQ Browser 2021 AI Algorithm Competition Track 2 Automated Hyp

DAIR Lab 24 Sep 10, 2022
Sixpack is a language-agnostic a/b-testing framework

Sixpack Sixpack is a framework to enable A/B testing across multiple programming languages. It does this by exposing a simple API for client libraries

1.7k Dec 24, 2022
Automated Security Testing For REST API's

Astra REST API penetration testing is complex due to continuous changes in existing APIs and newly added APIs. Astra can be used by security engineers

Flipkart Incubator 2.1k Dec 31, 2022
Um scraper feito em python que gera arquivos de excel baseados nas tier lists do site LoLalytics.

LoLalytics-scraper Um scraper feito em python que gera arquivos de excel baseados nas tier lists do site LoLalytics. Começando por um único script com

Kevin Souza 1 Feb 19, 2022
A collection of testing examples using pytest and many other libreris

Effective testing with Python This project was created for PyConEs 2021 Check out the test samples at tests Check out the slides at slides (markdown o

Héctor Canto 10 Oct 23, 2022
Baseball Discord bot that can post up-to-date scores, lineups, and home runs.

Sunny Day Discord Bot Baseball Discord bot that can post up-to-date scores, lineups, and home runs. Uses webscraping techniques to scrape baseball dat

Benjamin Hammack 1 Jun 20, 2022
hyppo is an open-source software package for multivariate hypothesis testing.

hyppo (HYPothesis Testing in PythOn, pronounced "Hippo") is an open-source software package for multivariate hypothesis testing.

neurodata 137 Dec 18, 2022
WEB PENETRATION TESTING TOOL 💥

N-WEB ADVANCE WEB PENETRATION TESTING TOOL Features 🎭 Admin Panel Finder Admin Scanner Dork Generator Advance Dork Finder Extract Links No Redirect H

56 Dec 23, 2022
Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism"

SUGAR Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism" Overview train.py: the cor

41 Nov 08, 2022
Mockoon is the easiest and quickest way to run mock APIs locally. No remote deployment, no account required, open source.

Mockoon Mockoon is the easiest and quickest way to run mock APIs locally. No remote deployment, no account required, open source. It has been built wi

mockoon 4.4k Dec 30, 2022
Auto-hms-action - Automation of NU Health Management System

🦾 Automation of NU Health Management System 🤖 長崎大学 健康管理システムの自動化 🏯 Usage / 使い方

k5-mot 3 Mar 04, 2022