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 small faсade for the standard python mocker library to make it user-friendly

unittest-mocker Inspired by the pytest-mock, but written from scratch for using with unittest and convenient tool - patch_class Installation pip insta

Vertliba V.V. 6 Jun 10, 2022
show python coverage information directly in emacs

show python coverage information directly in emacs

wouter bolsterlee 30 Oct 26, 2022
Cornell record & replay mock server

Cornell: record & replay mock server Cornell makes it dead simple, via its record and replay features to perform end-to-end testing in a fast and isol

HiredScoreLabs 134 Sep 15, 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
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
Useful additions to Django's default TestCase

django-test-plus Useful additions to Django's default TestCase from REVSYS Rationale Let's face it, writing tests isn't always fun. Part of the reason

REVSYS 546 Dec 22, 2022
frwk_51pwn is an open-sourced remote vulnerability testing and proof-of-concept development framework

frwk_51pwn Legal Disclaimer Usage of frwk_51pwn for attacking targets without prior mutual consent is illegal. frwk_51pwn is for security testing purp

51pwn 4 Apr 24, 2022
Youtube Tool using selenium Python

YT-AutoLikeComment-AutoReportComment-AutoComment Youtube Tool using selenium Python Auto Comment Auto Like Comment Auto Report Comment Usage: 1. Insta

Rahul Joshua Damanik 1 Dec 13, 2021
DUCKSPLOIT - Windows Hacking FrameWork using Reverse Shell

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

2 Jan 31, 2022
Show surprise when tests are passing

pytest-pikachu pytest-pikachu prints ascii art of Surprised Pikachu when all tests pass. Installation $ pip install pytest-pikachu Usage Pass the --p

Charlie Hornsby 13 Apr 15, 2022
This repository contnains sample problems with test cases using Cormen-Lib

Cormen Lib Sample Problems Description This repository contnains sample problems with test cases using Cormen-Lib. These problems were made for the pu

Cormen Lib 3 Jun 30, 2022
A toolbar overlay for debugging Flask applications

Flask Debug-toolbar This is a port of the excellent django-debug-toolbar for Flask applications. Installation Installing is simple with pip: $ pip ins

863 Dec 29, 2022
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
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
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
A friendly wrapper for modern SQLAlchemy and Alembic

A friendly wrapper for modern SQLAlchemy (v1.4 or later) and Alembic. Documentation: https://jpsca.github.io/sqla-wrapper/ Includes: A SQLAlchemy wrap

Juan-Pablo Scaletti 129 Nov 28, 2022
Multi-asset backtesting framework. An intuitive API lets analysts try out their strategies right away

Multi-asset backtesting framework. An intuitive API lets analysts try out their strategies right away. Fast execution of profit-take/loss-cut orders is built-in. Seamless with Pandas.

Epymetheus 39 Jan 06, 2023
A tool to auto generate the basic mocks and asserts for faster unit testing

Mock Generator A tool to generate the basic mocks and asserts for faster unit testing. 🎉 New: you can now use pytest-mock-generator, for more fluid p

31 Dec 24, 2022
PyBuster A directory busting tool for web application penetration tester, written in python

PyBuster A directory busting tool for web application penetration tester, written in python. Supports custom wordlist,recursive search. Screenshots Pr

Anukul Pandey 4 Jan 30, 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