benchmark-datasets

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KaiyangZhou /Dassl.pytorch

Star1.4k

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

machine-learning deep-neural-networks computer-vision deep-learning pytorch artificial-intelligence semi-supervised-learning domain-adaptation benchmark-datasets domain-generalization

UpdatedNov 3, 2023
Python

soubhiksanyal /RingNet

Star862

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

python computer-vision deep-learning tensorflow face flame 3d-models face-reconstruction triplet-loss 3d-data 2d-3d 3d-mesh benchmark-datasets 3d-face-reconstruction morphable-model 3d-landmarks flame-model single-image-reconstruction ringnet

UpdatedMar 24, 2023
Python

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

machine-learning natural-language-processing deep-learning dialogue natural-language-generation dialogue-systems nlg-dataset dialogue-generation benchmark-datasets

UpdatedJul 2, 2019
Python

Seyed-Ali-Ahmadi /Awesome_Satellite_Benchmark_Datasets

Star357

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

benchmark machine-learning deep-learning dataset remote-sensing awesome-list satellite-imagery earth-observation benchmark-datasets

UpdatedMar 30, 2024
Jupyter Notebook

milaan9 /Clustering-Datasets

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This repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.

clustering cluster dataset uci datasets uci-machine-learning synthetic-data benchmark-datasets cluster-labels synthetic-datasets uci-dataset clustering-datasets real-world-datasets

UpdatedDec 9, 2022

Event-AHU /OpenPAR

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[OpenPAR] An open-source framework for Pedestrian Attribute Recognition, based on PyTorch

mamba benchmark-datasets pedestrian-attribute-recognition msp60k-dataset

UpdatedOct 7, 2025
Python

madhav1ag /CDeCNet

Star133

CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images

table pytorch object-detection sota benchmark-datasets table-detection table-detection-using-deep-learning cdec-net

UpdatedSep 11, 2025
Python

futianfan /clinical-trial-outcome-prediction

Star132

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

benchmark machine-learning deep-learning dataset clinical-trials dataset-generation drug-design life-sciences clinical-research clinical-data benchmark-datasets graph-neural-networks drug-development therapeutics clinical-research-data-warehouse

UpdatedJun 24, 2025
Python

soubhiksanyal /now_evaluation

Star114

This is the official repository for evaluation on the NoW Benchmark Dataset. The goal of the NoW benchmark is to introduce a standard evaluation metric to measure the accuracy and robustness of 3D face reconstruction methods from a single image under variations in viewing angle, lighting, and common occlusions.

python computer-vision python3 face flame 3d-reconstruction face-reconstruction face-alignment triplet-loss 3d-data 3d-face-alignment 2d-3d 3d-mesh benchmark-datasets 3d-landmarks flame-model single-image-reconstruction now-evaluation face-reconstruction-challenge

UpdatedFeb 23, 2025
Python

google-deepmind /forest_typology

Star93

Datasets to protect Earth's forests and biodiversity

machine-learning sustainability deep-learning forest remote-sensing biodiversity earth-observation benchmark-datasets habitat-mapping

UpdatedMay 6, 2025
Jupyter Notebook

dreadnode /AIRTBench-Code

Star82

Code Repository for: AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models

security benchmarking benchmark research ai evaluations hacking artificial-intelligence cybersecurity ctf agents offensive-security ai-agents benchmark-datasets llm cyber-evals

UpdatedOct 12, 2025
Jupyter Notebook

AlexSWong /COVID-Net

Star43

Launched in March 2020 in response to the coronavirus disease 2019 (COVID-19) pandemic, COVID-Net is a global open source, open access initiative dedicated to accelerating advancement in machine learning to aid front-line healthcare workers and clinical institutions around the world fighting the continuing pandemic. Towards this goal, our global…

machine-learning ai deep-learning ml healthcare neural-networks chest-xray-images datasets dl benchmark-datasets fibrosis covid-19 tinyml covid-net chest-ct-images edgeai