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
Show coverage stats online via coveralls.io

Coveralls for Python Test Status: Version Info: Compatibility: Misc: coveralls.io is a service for publishing your coverage stats online. This package

Kevin James 499 Dec 28, 2022
One-stop solution for HTTP(S) testing.

HttpRunner HttpRunner is a simple & elegant, yet powerful HTTP(S) testing framework. Enjoy! ✨ 🚀 ✨ Design Philosophy Convention over configuration ROI

HttpRunner 3.5k Jan 04, 2023
A pytest plugin to skip `@pytest.mark.slow` tests by default.

pytest-skip-slow A pytest plugin to skip @pytest.mark.slow tests by default. Include the slow tests with --slow. Installation $ pip install pytest-ski

Brian Okken 19 Jan 04, 2023
ApiPy was created for api testing with Python pytest framework which has also requests, assertpy and pytest-html-reporter libraries.

ApiPy was created for api testing with Python pytest framework which has also requests, assertpy and pytest-html-reporter libraries. With this f

Mustafa 1 Jul 11, 2022
User-interest mock backend server implemnted using flask restful, and SQLAlchemy ORM confiugred with sqlite

Flask_Restful_SQLAlchemy_server User-interest mock backend server implemnted using flask restful, and SQLAlchemy ORM confiugred with sqlite. Backend b

Austin Weigel 1 Nov 17, 2022
A pytest plugin to run an ansible collection's unit tests with pytest.

pytest-ansible-units An experimental pytest plugin to run an ansible collection's unit tests with pytest. Description pytest-ansible-units is a pytest

Community managed Ansible repositories 9 Dec 09, 2022
A utility for mocking out the Python Requests library.

Responses A utility library for mocking out the requests Python library. Note Responses requires Python 2.7 or newer, and requests = 2.0 Installing p

Sentry 3.8k Jan 03, 2023
It's a simple script to generate a mush on code forces, the script will accept the public problem urls only or polygon problems.

Codeforces-Sheet-Generator It's a simple script to generate a mushup on code forces, the script will accept the public problem urls only or polygon pr

Ahmed Hossam 10 Aug 02, 2022
Automating the process of sorting files in my downloads folder by file type.

downloads-folder-automation Automating the process of sorting files in a user's downloads folder on Windows by file type. This script iterates through

Eric Mahasi 27 Jan 07, 2023
tidevice can be used to communicate with iPhone device

tidevice can be used to communicate with iPhone device

Alibaba 1.8k Jan 08, 2023
A pytest plugin, that enables you to test your code that relies on a running PostgreSQL Database

This is a pytest plugin, that enables you to test your code that relies on a running PostgreSQL Database. It allows you to specify fixtures for PostgreSQL process and client.

Clearcode 252 Dec 21, 2022
PENBUD is penetration testing buddy which helps you in penetration testing by making various important tools interactive.

penbud - Penetration Tester Buddy PENBUD is penetration testing buddy which helps you in penetration testing by making various important tools interac

Himanshu Shukla 15 Feb 01, 2022
Python package to easily work with selenium and manage tabs effectively.

Simple Selenium The aim of this package is to quickly get started with working with selenium for simple browser automation tasks. Installation Install

Vishal Kumar Mishra 1 Oct 27, 2021
DUCKSPLOIT - Windows Hacking FrameWork using Reverse Shell

Ducksploit Install Ducksploit Hacker setup raspberry pico Download https://githu

2 Jan 31, 2022
A simple Python script I wrote that scrapes NASA's James Webb Space Telescope tracker website using Selenium and returns its current status and location.

A simple Python script I wrote that scrapes NASA's James Webb Space Telescope tracker website using Selenium and returns its current status and location.

9 Feb 10, 2022
Simple frontend TypeScript testing utility

TSFTest Simple frontend TypeScript testing utility. Installation Install webpack in your project directory: npm install --save-dev webpack webpack-cli

2 Nov 09, 2021
Doing dirty (but extremely useful) things with equals.

Doing dirty (but extremely useful) things with equals. Documentation: dirty-equals.helpmanual.io Source Code: github.com/samuelcolvin/dirty-equals dir

Samuel Colvin 602 Jan 05, 2023
AutoExploitSwagger is an automated API security testing exploit tool that can be combined with xray, BurpSuite and other scanners.

AutoExploitSwagger is an automated API security testing exploit tool that can be combined with xray, BurpSuite and other scanners.

6 Jan 28, 2022
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
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