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247 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 ⭐ 2,196

Repository for benchmarking graph neural networks

Deepmoji ⭐ 1,462

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

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

Codexglue ⭐ 1,297

Medmnist ⭐ 903

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

Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science

Torchmoji ⭐ 882

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

Matterport ⭐ 834

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

Meta Dataset ⭐ 679

A dataset of datasets for learning to learn from few examples

Awesome Industrial Anomaly Detection ⭐ 670

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

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.

Long Range Arena ⭐ 635

Long Range Arena for Benchmarking Efficient Transformers

Pointtinybenchmark ⭐ 632

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

Leaf: A Benchmark for Federated Settings

Weatherbench ⭐ 615

A benchmark dataset for data-driven weather forecasting

Mother of All BCI Benchmarks

Datasets ⭐ 521

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

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

Indonlu ⭐ 496

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)

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.

Superpixel Benchmark ⭐ 372

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

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.

Fedscale ⭐ 347

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

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

Carn Pytorch ⭐ 310

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

The PatchCamelyon (PCam) deep learning classification benchmark.

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

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.

Mose Api ⭐ 237

[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

Pglib Opf ⭐ 232

Benchmarks for the Optimal Power Flow Problem

Awesome_satellite_benchmark_datasets ⭐ 231

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

Crowdpose ⭐ 228

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

Benchmarking synthetic data generation methods.

Pytorchvideocompression ⭐ 211

PyTorch implementation and benchmark of Video Compression

Rasa Nlu Benchmark ⭐ 197

Collection of dataset and corresponding benchmark for Rasa NLU

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

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 Llm Eval ⭐ 183

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs.

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]

Sd Maskrcnn ⭐ 176

Code for SD Mask R-CNN Project

Meta Selflearning ⭐ 175

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

Dynamicmap_benchmark ⭐ 173

[ITSC'23] Dynamic map benchmark, open-sourced all the methods and datasets in the paper.

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

Yacclab ⭐ 171

YACCLAB: Yet Another Connected Components Labeling Benchmark

Knowledge Net ⭐ 170

KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

Dynbenchmark ⭐ 167

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

Trustllm ⭐ 164

TrustLLM: Trustworthiness in Large Language Models

Hpatches Benchmark ⭐ 159

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

Map Free Reloc ⭐ 156

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

Dl Based Intelligent Diagnosis Benchmark ⭐ 155

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

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)

Uhgeval ⭐ 140

Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

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

VBench: Comprehensive Benchmark Suite for Video Generative Models

Audiomate ⭐ 123

Python library for handling audio datasets.

Deep Visual Geo Localization Benchmark ⭐ 117

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

Nabladft ⭐ 117

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

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

Binary Code Similarity Analysis (BCSA) Benchmark

Omnibenchmark ⭐ 105

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

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

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

Few-shot detection for visual categories

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

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

Proteinworkshop ⭐ 93

Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities.

Scatac Benchmarking ⭐ 92

Benchmarking computational single cell ATAC-seq methods

C++ implementation of DBSCAN clustering algorithm

Rvc_devkit ⭐ 91

Robust Vision Challenge Devkits

Lasot_evaluation_toolkit ⭐ 91

Evaluation of trackers on a large-scale benchmark LaSOT.

Ucas Aod Benchmark ⭐ 91

A benchmark of UCAS-AOD dataset.

Exemplar_gans ⭐ 90

Repository for Exemplar GANs code and datasets

[RA-L2022] V2X-Sim Dataset and Benchmark

[ICLR 2021] Concept Learners for Few-Shot Learning

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

Point_clouds_registration_benchmark ⭐ 83

A benchmark for point clouds registration algorithms

Deepchange ⭐ 83

official project page of the paper "DeepChange: A Long-term Person Re-identification Benchmark"

Tcpdbench ⭐ 82

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

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.

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.

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