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
Python selenium script to bypass simaster.ugm.ac.id weak captcha.

Python selenium script to bypass simaster.ugm.ac.id weak "captcha".

Hafidh R K 1 Feb 01, 2022
Automated tests for OKAY websites in Python (Selenium) - user friendly version

Okay Selenium Testy Aplikace určená k testování produkčních webů společnosti OKAY s.r.o. Závislosti K běhu aplikace je potřeba mít v počítači nainstal

Viktor Bem 0 Oct 01, 2022
To automate the generation and validation tests of COSE/CBOR Codes and it's base45/2D Code representations

To automate the generation and validation tests of COSE/CBOR Codes and it's base45/2D Code representations, a lot of data has to be collected to ensure the variance of the tests. This respository was

160 Jul 25, 2022
Code coverage measurement for Python

Coverage.py Code coverage testing for Python. Coverage.py measures code coverage, typically during test execution. It uses the code analysis tools and

Ned Batchelder 2.3k Jan 04, 2023
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.

Hypothesis Hypothesis is a family of testing libraries which let you write tests parametrized by a source of examples. A Hypothesis implementation the

Hypothesis 6.4k Jan 05, 2023
Given some test cases, this program automatically queries the oracle and tests your Cshanty compiler!

The Diviner A complement to The Oracle for compilers class. Given some test cases, this program automatically queries the oracle and tests your compil

Grant Holmes 2 Jan 29, 2022
This project is used to send a screenshot by email of your MyUMons schedule using Selenium python lib (headless mode)

MyUMonsSchedule Use MyUMonsSchedule python script to send a screenshot by email (Gmail) of your MyUMons schedule. If you use it on Windows, take care

Pierre-Louis D'Agostino 6 May 12, 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
The (Python-based) mining software required for the Game Boy mining project.

ntgbtminer - Game Boy edition This is a version of ntgbtminer that works with the Game Boy bitcoin miner. ntgbtminer ntgbtminer is a no thrills getblo

Ghidra Ninja 31 Nov 04, 2022
The source code and slide for my talk about the subject: unittesing in python

PyTest Talk This talk give you some ideals about the purpose of unittest? how to write good unittest? how to use pytest framework? and show you the ba

nguyenlm 3 Jan 18, 2022
Pytest-typechecker - Pytest plugin to test how type checkers respond to code

pytest-typechecker this is a plugin for pytest that allows you to create tests t

vivax 2 Aug 20, 2022
🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects

Effective Testing for Machine Learning Projects Code for PyData Global 2021 Presentation by @edublancas. Slides available here. The project is develop

Eduardo Blancas 73 Nov 06, 2022
A web scraping using Selenium Webdriver

Savee - Images Downloader Project using Selenium Webdriver to download images from someone's profile on https:www.savee.it website. Usage The project

Caio Eduardo Lobo 1 Dec 17, 2021
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
A framework-agnostic library for testing ASGI web applications

async-asgi-testclient Async ASGI TestClient is a library for testing web applications that implements ASGI specification (version 2 and 3). The motiva

122 Nov 22, 2022
It helps to use fixtures in pytest.mark.parametrize

pytest-lazy-fixture Use your fixtures in @pytest.mark.parametrize. Installation pip install pytest-lazy-fixture Usage import pytest @pytest.fixture(p

Marsel Zaripov 299 Dec 24, 2022
Let your Python tests travel through time

FreezeGun: Let your Python tests travel through time FreezeGun is a library that allows your Python tests to travel through time by mocking the dateti

Steve Pulec 3.5k Dec 29, 2022
Aioresponses is a helper for mock/fake web requests in python aiohttp package.

aioresponses Aioresponses is a helper to mock/fake web requests in python aiohttp package. For requests module there are a lot of packages that help u

402 Jan 06, 2023
Python wrapper of Android uiautomator test tool.

uiautomator This module is a Python wrapper of Android uiautomator testing framework. It works on Android 4.1+ (API Level 16~30) simply with Android d

xiaocong 1.9k Dec 30, 2022
Android automation project with pytest+appium

Android automation project with pytest+appium

1 Oct 28, 2021