Datasets

3,815 Machine Learning Datasets
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Probabilistic Deep Learning Question Answering 236 Semantic Segmentation 174 Object Detection 132 Language Modelling 118 Image Classification 111 Reading Comprehension 87 Pose Estimation 68 Text Generation 65 Visual Question Answering 65 Action Recognition 64 Information Retrieval 56 Domain Adaptation 53 Sentiment Analysis 53 Data Augmentation 52 Named Entity Recognition 49 Speech Recognition 49 Machine Translation 48 Autonomous Driving 47 Word Embeddings 45 Natural Language Inference 44 Text Classification 42 Text Summarization 42 Image Captioning 41 Natural Language Understanding 41 Multi-Task Learning 39 Image Generation 37 Depth Estimation 36 Image Retrieval 35 Temporal Action Localization 35 Scene Understanding 34 Decision Making 32 Machine Reading Comprehension 32 Person Re-Identification 32 Face Recognition 31 Link Prediction 31 Coreference Resolution 30 Recommendation Systems 30 Relation Extraction 30 Instance Segmentation 29 Knowledge Graphs 29 Abstractive Text Summarization 28 Semantic Parsing 28 Graph Classification 27 Metric Learning 27 Anomaly Detection 26 Object Recognition 26 Optical Flow Estimation 26 Fine-Grained Image Classification 25 Video Understanding 25 3D Reconstruction 24 Autonomous Vehicles 24 Common Sense Reasoning 24 Neural Architecture Search 24 Object Tracking 24 Image Super-Resolution 23 Image-to-Image Translation 23 Misinformation 23 Medical Image Segmentation 22 Image Clustering 21 Self-Supervised Learning 21 Emotion Recognition 20 Face Detection 20 Visual Reasoning 20 Document Summarization 19 Node Classification 19 Skeleton Based Action Recognition 19 Super-Resolution 19 Fake News Detection 18 Motion Capture 18 Multi-Label Classification 18 3D Human Pose Estimation 17 Action Detection 17 Few-Shot Image Classification 17 Meta-Learning 17 Optical Character Recognition 17 Trajectory Prediction 17 Video Captioning 17 Video Question Answering 17 Action Classification 16 Activity Recognition 16 Entity Linking 16 Facial Expression Recognition 16 Open-Domain Question Answering 16 Style Transfer 16 Cross-Lingual Transfer 15 Data-to-Text Generation 15 Face Alignment 15 Imitation Learning 15 Scene Classification 15 Video Retrieval 15 Visual Object Tracking 15 3D Object Detection 14 3D Pose Estimation 14 Crowd Counting 14 Face Verification 14 Feature Selection 14 Music Information Retrieval 14 Question Generation 14 Semantic Textual Similarity 14 Visual Tracking 14 Active Learning 13 Computed Tomography (CT) 13 Denoising 13 Density Estimation 13 Few-Shot Learning 13 Graph Clustering 13 Hand Pose Estimation 13 Multi-Document Summarization 13 Music Generation 13 Unsupervised Domain Adaptation 13 Visual Localization 13 Visual Navigation 13 Word Sense Disambiguation 13 Zero-Shot Learning 13 Audio Classification 12 Continual Learning 12 Gesture Recognition 12 Paraphrase Identification 12 RGB Salient Object Detection 12 Salient Object Detection 12 Speech Enhancement 12 Stochastic Optimization 12 Video Prediction 12 Vision and Language Navigation 12 3D Hand Pose Estimation 11 Audio Source Separation 11 Cross-Modal Retrieval 11 Dimensionality Reduction 11 Domain Generalization 11 Fairness 11 Language Identification 11 Quantization 11 Scene Text 11 Sentence Embeddings 11 Sound Event Detection 11 Speech Synthesis 11 Visual Odometry 11 Dialogue Generation 10 Face Anti-Spoofing 10 Hate Speech Detection 10 Image Dehazing 10 Intent Detection 10 Monocular Depth Estimation 10 Real-Time Semantic Segmentation 10 Saliency Detection 10 Stereo Matching 10 Video Summarization 10 Automatic Post-Editing 9 COVID-19 Diagnosis 9 Deblurring 9 Document Classification 9 Facial Landmark Detection 9 Gaze Estimation 9 Hand Gesture Recognition 9 Human-Object Interaction Detection 9 Image Inpainting 9 Image/Document Clustering 9 Learning-To-Rank 9 Multi-Object Tracking 9 Object Counting 9 Object Localization 9 Part-Of-Speech Tagging 9 Robotic Grasping 9 Scene Text Detection 9 Self-Driving Cars 9 Sign Language Recognition 9 Slot Filling 9 Stance Detection 9 Unsupervised Anomaly Detection 9 Visual Dialog 9 Weakly Supervised Object Detection 9 3D Semantic Segmentation 8 Activity Detection 8 Age Estimation 8 Image Denoising 8 Image Restoration 8 Motion Estimation 8 Multiple Object Tracking 8 Novel View Synthesis 8 Outlier Detection 8 Panoptic Segmentation 8 Pedestrian Detection 8 Real-Time Object Detection 8 Referring Expression Segmentation 8 Relational Reasoning 8 Scene Recognition 8 Scene Text Recognition 8 Sentence Classification 8 Structure from Motion 8 Video Classification 8 Acoustic Scene Classification 7 Community Detection 7 DeepFake Detection 7 Dialogue State Tracking 7 Emotion Classification 7 Emotion Recognition in Conversation 7 Eye Tracking 7 Federated Learning 7 Graph Embedding 7 Human Detection 7 Imputation 7 Incremental Learning 7 Lane Detection 7 Lesion Segmentation 7 Multiple Instance Learning 7 Object Classification 7 Out-of-Distribution Detection 7 Person Search 7 Robot Navigation 7 Semi-Supervised Image Classification 7 Sentence Embedding 7 Task-Oriented Dialogue Systems 7 Text-To-Sql 7 Tokenization 7 Unsupervised Video Object Segmentation 7 motion prediction 7 Adversarial Defense 6 Answer Selection 6 Audio Generation 6 Chinese Reading Comprehension 6 Color Image Denoising 6 Colorectal Polyps Characterization 6 Continuous Control 6 Dependency Parsing 6 Dictionary Learning 6 Disaster Response 6 Entity Disambiguation 6 Face Swapping 6 Human Part Segmentation 6 Image Enhancement 6 Low-Light Image Enhancement 6 Opinion Mining 6 Relation Classification 6 Sarcasm Detection 6 Semantic Role Labeling 6 Sign Language Translation 6 Simultaneous Localization and Mapping 6 Speaker Diarization 6 Spoken Language Understanding 6 Starcraft 6 Text Simplification 6 Trajectory Forecasting 6 Vehicle Re-Identification 6 Video Description 6 Video Object Segmentation 6 Virtual Try-on 6 Weather Forecasting 6 3D Face Reconstruction 5 3D Instance Segmentation 5 6D Pose Estimation 5 Abusive Language 5 Action Recognition In Videos 5 Action Segmentation 5 Adversarial Attack 5 Aspect-Based Sentiment Analysis 5 Atari Games 5 AutoML 5 Automated Theorem Proving 5 Brain Tumor Segmentation 5 Chatbot 5 Core set discovery 5 Cross-Lingual Question Answering 5 Curriculum Learning 5 Dense Video Captioning 5 Drug Discovery 5 EEG 5 Edge Detection 5 Face Model 5 Fact Verification 5 Feature Engineering 5 Fine-Grained Visual Categorization 5 Food Recognition 5 Goal-Oriented Dialog 5 Grammatical Error Correction 5 Graph Matching 5 Graph Regression 5 Head Pose Estimation 5 Homography Estimation 5 Hyperspectral Image Classification 5 Image Cropping 5 Image Quality Assessment 5 Keypoint Detection 5 Lesion Classification 5 Lipreading 5 Long-tail Learning 5 Minecraft 5 Morphological Analysis 5 Multi-Label Text Classification 5 Multimodal Activity Recognition 5 Multimodal Sentiment Analysis 5 Music Source Separation 5 Node Clustering 5 Open Information Extraction 5 Paraphrase Generation 5 RGB-D Salient Object Detection 5 Region Proposal 5 Semantic Similarity 5 Semi-Supervised Video Object Segmentation 5 Single Image Dehazing 5 Small Data Image Classification 5 Stereo Matching Hand 5 Structured Prediction 5 Table Detection 5 Text Matching 5 Tumor Segmentation 5 Unsupervised Image Classification 5 Video Semantic Segmentation 5 Weakly-Supervised Named Entity Recognition 5 2D Object Detection 4 3D Object Recognition 4 6D Pose Estimation using RGB 4 Action Quality Assessment 4 Audio Tagging 4 Autonomous Navigation 4 Causal Inference 4 Click-Through Rate Prediction 4 Code Generation 4 Color Constancy 4 Compressive Sensing 4 Conditional Image Generation 4 Content-Based Image Retrieval 4 Conversational Response Selection 4 Depth Completion 4 Document Layout Analysis 4 Entity Typing 4 Event Extraction 4 Face Identification 4 Face Presentation Attack Detection 4 Face Sketch Synthesis 4 Gaussian Processes 4 Generalized Zero-Shot Learning 4 Genre classification 4 Graph Generation 4 Handwriting Recognition 4 Human action generation 4 Human robot interaction 4 Interactive Segmentation 4 JPEG Artifact Correction 4 Joint Entity and Relation Extraction 4 Keyword Extraction 4 Latent Variable Models 4 Lexical Entailment 4 Matrix Completion 4 Motion Segmentation 4 Multi-Person Pose Estimation 4 Multi-agent Reinforcement Learning 4 Multi-class Classification 4 Multimodal Machine Translation 4 Multimodal Unsupervised Image-To-Image Translation 4 Multivariate Time Series Forecasting 4 Music Modeling 4 Music Transcription 4 Network Pruning 4 Offline RL 4 Online Multi-Object Tracking 4 Partial Domain Adaptation 4 Patch Matching 4 Pedestrian Attribute Recognition 4 Rectification 4 Retinal Vessel Segmentation 4 Robust Object Detection 4 SSIM 4 Saliency Prediction 4 Scene Generation 4 Scene Segmentation 4 Scientific Document Summarization 4 Scientific Results Extraction 4 Self-Supervised Action Recognition 4 Semantic correspondence 4 Sketch-Based Image Retrieval 4 Speech Separation 4 Text Style Transfer 4 Text-Image Retrieval 4 Text-To-Speech Synthesis 4 Text-to-Image Generation 4 Time Series Classification 4 Traffic Sign Recognition 4 Transliteration 4 Unsupervised Facial Landmark Detection 4 Variational Inference 4 Video Compression 4 Video Frame Interpolation 4 Video Generation 4 Video Inpainting 4 Video Object Detection 4 Video Recognition 4 Video Reconstruction 4 Video Salient Object Detection 4 Video Super-Resolution 4 Video-Based Person Re-Identification 4 Visual Place Recognition 4 Weakly-Supervised Semantic Segmentation 4 Zero-Shot Object Detection 4 whole slide images 4 3D Multi-Object Tracking 3 3D Multi-Person Pose Estimation 3 3D Point Cloud Classification 3 3D Shape Reconstruction 3 3D Shape Representation 3 Abnormal Event Detection In Video 3 Abuse Detection 3 Action Anticipation 3 Action Spotting 3 Action Unit Detection 3 Aesthetics Quality Assessment 3 Anomaly Detection In Surveillance Videos 3 Bayesian Inference 3 Bias Detection 3 Binarization 3 Biomedical Information Retrieval 3 Change Point Detection 3 Chinese Named Entity Recognition 3 Chunking 3 Classification 3 Classification with Binary Neural Network 3 Clique Prediction 3 Cloze (multi-choices) (Few-Shot) 3 Cloze (multi-choices) (One-Shot) 3 Cloze (multi-choices) (Zero-Shot) 3 Colorization 3 Community Question Answering 3 Cross-View Image-to-Image Translation 3 Defect Detection 3 Dense Pixel Correspondence Estimation 3 Document Ranking 3 Egocentric Activity Recognition 3 End-To-End Speech Recognition 3 Environmental Sound Classification 3 Event-based vision 3 Extractive Text Summarization 3 Face Reconstruction 3 Facial Inpainting 3 Fact Checking 3 Feature Importance 3 Few-Shot Object Detection 3 Fine-Grained Visual Recognition 3 Gait Recognition 3 Generalizable Person Re-identification 3 Goal-Oriented Dialogue Systems 3 Graph Learning 3 Graph Representation Learning 3 Graph Similarity 3 Grasp Contact Prediction 3 Grayscale Image Denoising 3 Hand Segmentation 3 Hand-Gesture Recognition 3 Human Interaction Recognition 3 Humor Detection 3 Hyperparameter Optimization 3 Image Compression 3 Image Forensics 3 Image Manipulation 3 Image Matting 3 Image Reconstruction 3 Interactive Video Object Segmentation 3 Keyword Spotting 3 Knowledge Base Question Answering 3 Knowledge Graph Completion 3 LIDAR Semantic Segmentation 3 Language Acquisition 3 Layout-to-Image Generation 3 Learning with noisy labels 3 Lip Reading 3 Long-tail learning with class descriptors 3 MRI Reconstruction 3 Math Word Problem Solving 3 Medical Diagnosis 3 Motion Forecasting 3 Multi-future Trajectory Prediction 3 Multi-target Domain Adaptation 3 Multimodal Text and Image Classification 3 Multivariate Time Series Imputation 3 Music Auto-Tagging 3 Music Classification 3 Natural Language Visual Grounding 3 Nested Named Entity Recognition 3 Network Embedding 3 One-Shot Learning 3 One-Shot Object Detection 3 Open Set Learning 3 Open World Object Detection 3 Optic Disc Segmentation 3 Passage Retrieval 3 Personalized Federated Learning 3 Phrase Grounding 3 Point Cloud Completion 3 Point Cloud Registration 3 Point Processes 3 Program Synthesis 3 Rain Removal 3 Reading Comprehension (Few-Shot) 3 Reading Comprehension (One-Shot) 3 Reading Comprehension (Zero-Shot) 3 Real-Time Strategy Games 3 Recipe Generation 3 Referring Expression Comprehension 3 Robust classification 3 Source Code Summarization 3 graph construction 3
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