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43 search results found

Multi-class confusion matrix library in Python

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

Medmnist ⭐ 903

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Leaf: A Benchmark for Federated Settings

Datasets ⭐ 521

A repository of pretty cool datasets that I collected for network science and machine learning research.

The PatchCamelyon (PCam) deep learning classification benchmark.

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Scanobjectnn ⭐ 179

Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019

Benchmarks ⭐ 157

Comparison tools

Cd Diagram ⭐ 134

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

A Corpus for Multilingual Document Classification in Eight Languages.

Orbit Dataset ⭐ 82

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

Facies_classification_benchmark ⭐ 78

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

LIBSVM for the browser and nodejs 🔥

3w_dataset ⭐ 69

The first realistic and public dataset with rare undesirable real events in oil wells.

Text Top Model ⭐ 62

Benchmarking text classification algorithms

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

Wildfish ⭐ 45

WildFish: A Large Benchmark for Fish Recognition in the Wild

A large-scale mechanical components benchmark for the classification and retrieval tasks named Mechanical Components Benchmark (MCB)

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Embeddings ⭐ 33

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

Chembench ⭐ 32

MoleculeNet benchmark dataset & MolMapNet dataset

Gbm Bench ⭐ 31

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

Remote Sensing Image Classification Benchmark for Deep Learning

Microsoft Malware Classification Challenge ⭐ 26

Beating the benchmark for Microsoft Malware Classification Challenge (BIG 2015)

Cv Benchmarks ⭐ 19

CV-Benchmarks: Following the current benchmarks for the most common Computer Vision (CV) tasks.

Classification Benchmarks ⭐ 18

Thai text classification benchmarks

Text Classification Benchmark ⭐ 16

文本分类基准测试

Path integral based convolution and pooling

Benchmarks for the k-FP WF attack

Shinylearner ⭐ 14

ShinyLearner: a software framework for performing benchmarks of machine-learning classification algorithms

Filipino Text Benchmarks ⭐ 13

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Benchmark Nlp 2018 ⭐ 12

Results for intent classification benchmark (Botfuel, DialogFlow, Luis, Watson, RASA, Recast, Snips)

Actionclassification ⭐ 10

Video action classification benchmark for common CNN architectures, implemented in PyTorch

Dl_text_classification ⭐ 10

Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.

Benchmarking_slam ⭐ 7

Review & summary of SLAM benchmarks

Bangla Sentiment Classification ⭐ 6

Bangla Sentiment Classification

An Early Time-Series Classification Suite For Benchmarking made for the use of CER group, Institute of Informatics, NCSR "Demokritos"

Atac Annotation Benchmark ⭐ 6

scripts for manuscript 'benchmarking automated cell type annotation tools for single-cell ATAC-seq data'

PyTorch Codes for Haar Graph Pooling

Pytorch Sencnn ⭐ 5

Convolutional Neural Networks for Sentence Classification

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