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Benchmarking Gnns ⭐ 2,196

Repository for benchmarking graph neural networks

Pedestron ⭐ 664

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

Residualmaskingnetwork ⭐ 387

ICPR 2020: Facial Expression Recognition using Residual Masking Network

Pglib Opf ⭐ 232

Benchmarks for the Optimal Power Flow Problem

Sklearn Benchmarks ⭐ 190

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

Label Errors ⭐ 177

🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet

Sd Maskrcnn ⭐ 176

Code for SD Mask R-CNN Project

Cinic 10 ⭐ 172

A drop-in replacement for CIFAR-10.

Dynbenchmark ⭐ 167

Comparison of methods for trajectory inference on single-cell data 🥇

Realblur ⭐ 130

Repository for Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

Dataset Factoid Webquestions ⭐ 129

WebQuestions QA Benchmarking Dataset

Companykg ⭐ 103

🔥 CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

Openml R ⭐ 90

R package to interface with OpenML

Enso: An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods

Benchmarks ⭐ 78

Machine Learning Benchmark Scripts

Sc_mixology ⭐ 69

This contains the dataset for comparing scRNA-seq analysis methods

Text Top Model ⭐ 62

Benchmarking text classification algorithms

Ake Datasets ⭐ 57

Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

Main sources of systems of Immux

Benchmarking And Mli Experiments On The Adult Dataset ⭐ 32

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

Gbm Bench ⭐ 31

A benchmark to measure performance of popular Gradient boosting algorithms against popular ML datasets.

Clustering Benchmarks ⭐ 28

A framework for benchmarking clustering algorithms

Ann Benchmarks ⭐ 27

Benchmarking approximate nearest neighbors. Note: This is an archived version from our SISAP 2017 paper, see below.

N Digit Mnist ⭐ 24

Linked SPARQL Queries (LSQ): Framework for RDFizing triple store (web) logs and performing SPARQL query extraction, analysis and benchmarking in order to produce datasets of Linked SPARQL Queries

Da Tacos ⭐ 23

A Dataset for Cover Song Identification and Understanding

Code for reproducing the results of NeurIPS 2020 paper "MultiON: Benchmarking Semantic Map Memory using Multi-Object Navigation”

Aptattribution ⭐ 19

Code for Benchmarking two ML Approaches performing Authorship Attribution

Code Repository for STREETS Dataset

Mms_benchmark ⭐ 14

The most extensive open massively multilingual corpus of datasets for training sentiment models. The corpus consists of 79 manually selected from over 350 datasets reported in the scientific literature based on strict quality criteria and covers 27 languages.

Lepiszcze ⭐ 11

This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish

Cluster_benchmarking_code ⭐ 11

Benchmarking Gnns Pyg ⭐ 11

Graphdb Benchmark ⭐ 10

Hosting the code and scripts for benchmarking 4 graph databases - Neo4j, AgensGraph, LightGraph, and TigerGraph

Dont_bayes_me_bro ⭐ 8

Benchmarking bayesian filtering in Ruby

Dataset and Codes for our EMNLP 2022 Main Conference Long Paper titled "ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts"

acoss: Audio Cover Song Suite is a framework for feature extraction and benchmarking for the cover song identification (CSI) task

Results of the evaluation of pathway databases using TCGA datasets

This repository contains the resources used for benchmarking EU Publications Office dataset. The dump is accessible from the publisher. However, almost all the dataset used in PROD are available in the following endpoint: http://publications.europa.eu/webapi/rdf/sparql

2019_classifiers_benchmark ⭐ 5

Benchmarking of metagenomic classifiers

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