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

Last update: Jan 21, 2022

Related tags

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

Implement unittest, removing all global variable and returning values

1 Nov 1, 2021

d4rk Ghost is all in one hacking framework For red team Pentesting

d4rk ghost is all in one Hacking framework For red team Pentesting it contains all modules , information_gathering exploitation + vulnerability scanning + ddos attacks with 12 methods + proxy scraper and wordpress vulnerability scanning and more

15 Dec 15, 2022

Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of collecting cpu, memory, network, i/o, load and disk metrics. Additionally, it features an API for implementing custom collectors for gathering metrics from almost any source.

Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of collecting cpu, memory,

1.7k Jan 5, 2023

Implementation of Common Image Evaluation Metrics by Sayed Nadim (sayednadim.github.io). The repo is built based on full reference image quality metrics such as L1, L2, PSNR, SSIM, LPIPS. and feature-level quality metrics such as FID, IS. It can be used for evaluating image denoising, colorization, inpainting, deraining, dehazing etc. where we have access to ground truth.

Image Quality Evaluation Metrics Implementation of some common full reference image quality metrics. The repo is built based on full reference image q

10 Jan 1, 2023

3D AffordanceNet is a 3D point cloud benchmark consisting of 23k shapes from 23 semantic object categories, annotated with 56k affordance annotations and covering 18 visual affordance categories.

3D AffordanceNet This repository is the official experiment implementation of 3D AffordanceNet benchmark. 3D AffordanceNet is a 3D point cloud benchma

49 Dec 1, 2022

Automatic self-diagnosis program (python required)Automatic self-diagnosis program (python required)

auto-self-checker 자동으로 자가진단 해주는 프로그램(python 필요) 중요 이 프로그램이 실행될때에는 절대로 마우스포인터를 움직이거나 키보드를 건드리면 안된다(화면인식, 마우스포인터로 직접 클릭) 사용법 프로그램을 구동할 폴더 내의 cmd창에서 pip

1 Dec 30, 2021

DUE: End-to-End Document Understanding Benchmark

This is the repository that provide tools to download data, reproduce the baseline results and evaluation. What can you achieve with this guide Based

21 Dec 29, 2022

OpenStickFirmware is open source software designed to handle any and all tasks required in a custom Fight Stick

OpenStickFirmware is open source software designed to handle any and all tasks required in a custom Fight Stick. It can handle being the brains of your entire stick, or just handling the bells and whistles while your Brook board talks to your console.

23 Nov 24, 2022

A bot that downloads all the necessary files from WeLearn and lists your assignments, filter due assignments, etc.

Welearn-bot This is a bot which lets you interact with WeLearn from the command line. It can Download all files/resources from your courses and organi

17 Oct 19, 2022

TorchMetrics is a collection of 25+ PyTorch metrics implementations and an easy-to-use API to create custom metrics.

Machine learning metrics for distributed, scalable PyTorch applications.

1.2k Jan 6, 2023

Metrics-advisor - Analyze reshaped metrics from TiDB cluster Prometheus and give some advice about anomalies and correlation.

metrics-advisor Analyze reshaped metrics from TiDB cluster Prometheus and give some advice about anomalies and correlation. Team freedeaths mashenjun

3 Jan 7, 2022

FAIR Enough Metrics is an API for various FAIR Metrics Tests, written in python

☑️ FAIR Enough metrics for research FAIR Enough Metrics is an API for various FAIR Metrics Tests, written in python, conforming to the specifications

3 Jul 6, 2022

Layout Analysis Evaluator for the ICDAR 2017 competition on Layout Analysis for Challenging Medieval Manuscripts

LayoutAnalysisEvaluator Layout Analysis Evaluator for: ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records ICD

17 Dec 8, 2022

A mathematica expression evaluator with PokemonTypes

A simple mathematical expression evaluator that uses Pokemon types to replace symbols.

2 Nov 14, 2021

Excel-report-evaluator - A simple Python GUI application to aid with bulk evaluation of Microsoft Excel reports.

Excel Report Evaluator Simple Python GUI with Tkinter for evaluating Microsoft Excel reports (.xlsx-Files). Usage Start main.py and choose one of the

1 Dec 29, 2021

Binance Smart Chain Contract Scraper + Contract Evaluator

Pulls Binance Smart Chain feed of newly-verified contracts every 30 seconds, then checks their contract code for links to socials.Returns only those with socials information included, and then submits the contract address to TokenSniffer to evaluate contract legitimacy

14 Dec 9, 2022

Binance Smart Chain Contract Scraper + Contract Evaluator

14 Dec 9, 2022

Domain abuse scanner covering domainsquatting and phishing keywords.

🦷 monodon 🐋 Domain abuse scanner covering domainsquatting and phishing keywords. Setup Monodon is a Python 3.7+ programm. To setup on a Linux machin

2 Mar 15, 2022

ShadowClone allows you to distribute your long running tasks dynamically across thousands of serverless functions and gives you the results within seconds where it would have taken hours to complete

240 Jan 6, 2023

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.

GitHub

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

31 Nov 4, 2022

pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files

pytest-play pytest-play is a codeless, generic, pluggable and extensible automation tool, not necessarily test automation only, based on the fantastic

67 Dec 1, 2022

Load and performance benchmark tool

Yandex Tank Yandextank has been moved to Python 3. Latest stable release for Python 2 here. Yandex.Tank is an extensible open source load testing tool

2.2k Jan 3, 2023

PyAutoEasy is a extension / wrapper around the famous PyAutoGUI, a cross-platform GUI automation tool to replace your boooring repetitive tasks.

PyAutoEasy PyAutoEasy is a extension / wrapper around the famous PyAutoGUI, a cross-platform GUI automation tool to replace your boooring repetitive t

7 Oct 27, 2022

This repository contains a testing script for nmigen-boards that tries to build blinky for all the platforms provided by nmigen-boards.

Introduction This repository contains a testing script for nmigen-boards that tries to build blinky for all the platforms provided by nmigen-boards.

4 Jul 23, 2022

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

Related tags

Overview

DUE Evaluator

Usage

You might also like...

Implement unittest, removing all global variable and returning values

d4rk Ghost is all in one hacking framework For red team Pentesting

Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of collecting cpu, memory, network, i/o, load and disk metrics. Additionally, it features an API for implementing custom collectors for gathering metrics from almost any source.

3D AffordanceNet is a 3D point cloud benchmark consisting of 23k shapes from 23 semantic object categories, annotated with 56k affordance annotations and covering 18 visual affordance categories.

Automatic self-diagnosis program (python required)Automatic self-diagnosis program (python required)

DUE: End-to-End Document Understanding Benchmark

OpenStickFirmware is open source software designed to handle any and all tasks required in a custom Fight Stick

A bot that downloads all the necessary files from WeLearn and lists your assignments, filter due assignments, etc.

TorchMetrics is a collection of 25+ PyTorch metrics implementations and an easy-to-use API to create custom metrics.

Metrics-advisor - Analyze reshaped metrics from TiDB cluster Prometheus and give some advice about anomalies and correlation.

FAIR Enough Metrics is an API for various FAIR Metrics Tests, written in python

Layout Analysis Evaluator for the ICDAR 2017 competition on Layout Analysis for Challenging Medieval Manuscripts

A mathematica expression evaluator with PokemonTypes

Excel-report-evaluator - A simple Python GUI application to aid with bulk evaluation of Microsoft Excel reports.

Binance Smart Chain Contract Scraper + Contract Evaluator

Binance Smart Chain Contract Scraper + Contract Evaluator

Domain abuse scanner covering domainsquatting and phishing keywords.

ShadowClone allows you to distribute your long running tasks dynamically across thousands of serverless functions and gives you the results within seconds where it would have taken hours to complete

Owner

DUE Benchmark

The (Python-based) mining software required for the Game Boy mining project.

pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files

Load and performance benchmark tool

PyAutoEasy is a extension / wrapper around the famous PyAutoGUI, a cross-platform GUI automation tool to replace your boooring repetitive tasks.

FFPuppet is a Python module that automates browser process related tasks to aid in fuzzing

a socket mock framework - for all kinds of socket animals, web-clients included

The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.

a socket mock framework - for all kinds of socket animals, web-clients included

A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness

This repository contains a testing script for nmigen-boards that tries to build blinky for all the platforms provided by nmigen-boards.