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352 search results found

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

Nlp_chinese_corpus ⭐ 8,344

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Benchmarking Gnns ⭐ 2,137

Repository for benchmarking graph neural networks

Deepmoji ⭐ 1,331

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

Codexglue ⭐ 1,124

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science

Medmnist ⭐ 764

[pip install medmnist] 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification

Matterport ⭐ 746

Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)

PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.

Meta Dataset ⭐ 679

A dataset of datasets for learning to learn from few examples

Torchmoji ⭐ 678

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

Caffenet Benchmark ⭐ 665

Evaluation of the CNN design choices performance on ImageNet-2012.

Mimic3 Benchmarks ⭐ 661

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

Leaf: A Benchmark for Federated Settings

Pointtinybenchmark ⭐ 551

Point based and tiny object detection and localization code set of UCAS-VG

Long Range Arena ⭐ 537

Long Range Arena for Benchmarking Efficient Transformers

中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

Datasets ⭐ 508

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

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.

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

Mother of All BCI Benchmarks

Indonlu ⭐ 400

The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

Deeperforensics 1.0 ⭐ 365

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

Sensaturban ⭐ 361

🔥Urban-scale point cloud dataset (CVPR 2021 & IJCV 2022)

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

Weatherbench ⭐ 312

A benchmark dataset for data-driven weather forecasting

Carn Pytorch ⭐ 310

Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network (ECCV 2018)

The PatchCamelyon (PCam) deep learning classification benchmark.

Fedscale ⭐ 296

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Superpixel Benchmark ⭐ 296

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

Aslfeat ⭐ 275

Implementation of CVPR'20 paper - ASLFeat: Learning Local Features of Accurate Shape and Localization

Dialoglue ⭐ 256

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

Task_adaptation ⭐ 253

Recsys Dataset ⭐ 244

🛍 A real-world e-commerce dataset for session-based recommender systems research.

Crowdpose ⭐ 228

CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark, CVPR 2019, Oral

SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

Benchmarking synthetic data generation methods.

Rasa Nlu Benchmark ⭐ 197

Collection of dataset and corresponding benchmark for Rasa NLU

Trajnetplusplusbaselines ⭐ 194

[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective

Sklearn Benchmarks ⭐ 190

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

Awesome Industrial Anomaly Detection ⭐ 184

Paper list and datasets for industrial image anomaly detection.

Scanobjectnn ⭐ 179

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

Rgbt Ped Detection ⭐ 177

KAIST Multispectral Pedestrian Detection Benchmark [CVPR '15]

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)

Sd Maskrcnn ⭐ 176

Code for SD Mask R-CNN Project

Meta Selflearning ⭐ 175

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

RoNIN: Robust Neural Inertial Navigation in the Wild

Graphdb Benchmarks ⭐ 172

Performance benchmark between popular graph databases.

Person Reid Benchmark ⭐ 171

A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets

Knowledge Net ⭐ 170

KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

Hpatches Benchmark ⭐ 159

Python & Matlab code for local feature descriptor evaluation with the HPatches dataset.

Dl Based Intelligent Diagnosis Benchmark ⭐ 155

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

Yacclab ⭐ 154

YACCLAB: Yet Another Connected Components Labeling Benchmark

Awesome_satellite_benchmark_datasets ⭐ 154

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

Pglib Opf ⭐ 150

Benchmarks for the Optimal Power Flow Problem

Dynbenchmark ⭐ 149

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

DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018

Stpls3d ⭐ 144

🔥 Synthetic and real-world 2d/3d dataset for semantic and instance segmentation (BMVC 2022 Oral)

Pytorchvideocompression ⭐ 140

PyTorch implementation and benchmark of Video Compression

Hand_pose_action ⭐ 136

Dataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.

Anomaly Seg ⭐ 136

The Combined Anomalous Object Segmentation (CAOS) Benchmark

Map Free Reloc ⭐ 124

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

Audiomate ⭐ 123

Python library for handling audio datasets.

Tape Neurips2019 ⭐ 115

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)

Aeroscapes ⭐ 111

Aerial Semantic Segmentation Benchmark

Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond

IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition

Few-shot detection for visual categories

Omnibenchmark ⭐ 98

[ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.

Obman_train ⭐ 96

[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images

CORe50: a new Dataset and Benchmark for Continual Learning

Nabladft ⭐ 92

nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset

Scatac Benchmarking ⭐ 92

Benchmarking computational single cell ATAC-seq methods

C++ implementation of DBSCAN clustering algorithm

Lasot_evaluation_toolkit ⭐ 91

Evaluation of trackers on a large-scale benchmark LaSOT.

Rvc_devkit ⭐ 91

Robust Vision Challenge Devkits

Exemplar_gans ⭐ 90

Repository for Exemplar GANs code and datasets

The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms

[ICLR 2021] Concept Learners for Few-Shot Learning

[RA-L2022] V2X-Sim Dataset and Benchmark

Tcpdbench ⭐ 82

The Turing Change Point Detection Benchmark: An Extensive Benchmark Evaluation of Change Point Detection Algorithms on real-world data

Annbench ⭐ 81

A lightweight benchmark for approximate nearest neighbor search

Tsforecasting ⭐ 79

This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.

Binary Code Similarity Analysis (BCSA) Benchmark

SIXray : A Large-scale Security Inspection X-ray Benchmark in CVPR 2019

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).

Benchmarks ⭐ 78

Machine Learning Benchmark Scripts

Video Copy Segment Localization (VCSL) dataset and benchmark [CVPR2022]

Deep Visual Geo Localization Benchmark ⭐ 75

Official code for CVPR 2022 (Oral) paper "Deep Visual Geo-localization Benchmark"

Drone Tracking ⭐ 73

DTB70 -- A Drone Tracking Benchmark

Bvqa_benchmark ⭐ 72

A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik

Orbit Dataset ⭐ 71

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.

Resgcnv1 ⭐ 71

ResGCN: an efficient baseline for skeleton-based human action recognition.

3w_dataset ⭐ 69

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

Face Detector Benchmark ⭐ 69

This repository will contain scripts to deploy publicly available face detection models and benchmark them against famous WIDER face dataset

RoadNet: A Multi-task Benchmark Dataset for Road Detection, TGRS.

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