Images 85 Texts 60 Tabular 28 Medical 16 Time series 14 Biology 8 Audio 7 Graphs 7 Biomedical 6 3D 5 Hyperspectral images 3 Videos 3 RGB-D 2 Speech 2 Tables 2 EEG 1 Environment 1 Financial 1 LiDAR 1 Point cloud 1 Stereo 1 Tracking 1 fMRI 1 3d meshes 0 6D 0 Actions 0 Cad 0 Dialog 0 Interactive 0 Lyrics 0 MRI 0 Midi 0 Music 0 PSG 0 Parallel 0 Physics 0 RGB Video 0 Ranking 0 Replay data 0

Classification × Question Answering 416 Semantic Segmentation 346 Object Detection 335 Image Classification 285 Text Classification 168 Language Modelling 166 Text Generation 161 Visual Question Answering (VQA) 145 Named Entity Recognition (NER) 130 Pose Estimation 123 Anomaly Detection 120 Action Recognition 115 Instance Segmentation 111 Sentiment Analysis 105 101 Text Summarization 98 Speech Recognition 97 Domain Adaptation 95 Reading Comprehension 95 2D Object Detection 92 Information Retrieval 90 Image Retrieval 86 Machine Translation 83 Relation Extraction 82 2D Semantic Segmentation 81 Natural Language Inference 81 Image Generation 80 Image Captioning 79 Depth Estimation 77 Node Classification 75 Natural Language Understanding 72 Autonomous Driving 70 Code Generation 70 Face Recognition 68 Object Tracking 68 3D Object Detection 67 Link Prediction 67 Person Re-Identification 65 Data Augmentation 63 10-shot image generation 59 Multi-Task Learning 59 3D Reconstruction 58 Common Sense Reasoning 56 Recommendation Systems 56 Optical Character Recognition (OCR) 55 Graph Classification 54 Video Understanding 54 Abstractive Text Summarization 53 Medical Image Segmentation 53 Word Embeddings 53 Emotion Recognition 52 3D Human Pose Estimation 50 Hate Speech Detection 47 Time Series Forecasting 47 Knowledge Graphs 46 Novel View Synthesis 46 Self-Supervised Learning 46 Coreference Resolution 45 Few-Shot Learning 45 Object Recognition 45 Semantic Parsing 45 Entity Linking 44 Image Clustering 44 Image Segmentation 44 Misinformation 44 Video Question Answering 44 Visual Reasoning 44 Image Super-Resolution 43 Machine Reading Comprehension 43 Multi-Object Tracking 43 Scene Understanding 43 Segmentation 43 Zero-Shot Learning 43 Audio Classification 42 Temporal Action Localization 42 3D Semantic Segmentation 41 Fine-Grained Image Classification 41 Decision Making 40 Face Detection 39 Video Captioning 38 Panoptic Segmentation 37 Retrieval 37 3D Pose Estimation 36 Continual Learning 35 Optical Flow Estimation 35 Stance Detection 35 Text Retrieval 35 Trajectory Prediction 35 Video Retrieval 35 Action Detection 34 Automatic Speech Recognition (ASR) 34 Unsupervised Domain Adaptation 34 Action Classification 33 Dialogue Generation 33 Monocular Depth Estimation 33 Music Generation 33 Image-to-Image Translation 32 Metric Learning 32 Visual Question Answering 32 Domain Generalization 31 Activity Recognition 30 Fake News Detection 30 Sign Language Recognition 30 Skeleton Based Action Recognition 30 regression 30 Autonomous Vehicles 29 Facial Expression Recognition (FER) 29 Multi-Label Classification 29 Scene Text Recognition 29 Visual Object Tracking 29 Document Summarization 28 NER 28 Object Counting 28 Visual Place Recognition 28 Visual Tracking 28 Neural Architecture Search 27 Slot Filling 27 Unsupervised Anomaly Detection 27 Visual Localization 27 2D Human Pose Estimation 26 DeepFake Detection 26 Drug Discovery 26 Music Information Retrieval 26 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Visual Odometry 26 16k 25 Emotion Classification 25 Face Verification 25 Intent Detection 25 Mathematical Reasoning 25 Time Series Analysis 25 Video Prediction 25 Data-to-Text Generation 24 Few-Shot Image Classification 24 Text-to-Image Generation 24 Video Generation 24 1 Image, 2*2 Stitching 23 3D Absolute Human Pose Estimation 23 6D Pose Estimation 23 Cross-Modal Retrieval 23 Crowd Counting 23 Denoising 23 Fairness 23 Hand Pose Estimation 23 Human-Object Interaction Detection 23 Low-Light Image Enhancement 23 Out-of-Distribution Detection 23 Question Generation 23 Cell Segmentation 22 Handwriting Recognition 22 Math Word Problem Solving 22 Multimodal Deep Learning 22 Relation Classification 22 Robotic Grasping 22 Scene Classification 22 Speech Synthesis 22 Video Classification 22 Graph Regression 21 Image Denoising 21 Imitation Learning 21 Medical Diagnosis 21 Molecular Property Prediction 21 Simultaneous Localization and Mapping 21 Speech Emotion Recognition 21 Speech Enhancement 21 Super-Resolution 21 Task-Oriented Dialogue Systems 21 Text-To-SQL 21 3D Hand Pose Estimation 20 Age Estimation 20 Aspect-Based Sentiment Analysis (ABSA) 20 Image Manipulation Detection 20 Reinforcement Learning (RL) 20 Sound Event Detection 20 Stereo Matching 20 Style Transfer 20 Traffic Prediction 20 Animal Pose Estimation 19 Automatic Speech Recognition 19 Graph Clustering 19 Language Identification 19 Medical Image Classification 19 Motion Synthesis 19 Semantic Textual Similarity 19 Text Simplification 19 Video Object Segmentation 19 Visual Navigation 19 1 Image, 2*2 Stitchi 18 Action Segmentation 18 Document Classification 18 Image Enhancement 18 Logical Reasoning 18 Multivariate Time Series Forecasting 18 Named Entity Recognition 18 Paraphrase Identification 18 Quantization 18 Robot Navigation 18 Text-To-Speech Synthesis 18 Time Series 18 Time Series Classification 18 Transductive Zero-Shot Classification 18 Transfer Learning 18 Zero-Shot Video Question Answer 18 3D Instance Segmentation 17 3D Object Tracking 17 Action Recognition In Videos 17 Binarization 17 Binary Classification 17 Change Detection 17 Fact Verification 17 Gaze Estimation 17 Image Dehazing 17 Image Restoration 17 Lane Detection 17 Meta-Learning 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Multiple Object Tracking 17 Object Localization 17 Pedestrian Detection 17 SMAC+ 17 Salient Object Detection 17 Scene Text Detection 17 Topic Models 17 Translation 17 Video Anomaly Detection 17 3D Human Reconstruction 16 Active Learning 16 Beat Tracking 16 Deblurring 16 Face Alignment 16 Face Anti-Spoofing 16 Grammatical Error Correction 16 Image Inpainting 16 Knowledge Graph Completion 16 Learning with noisy labels 16 Long-tail Learning 16 Paraphrase Generation 16 Prompt Engineering 16 RGB Salient Object Detection 16 Scene Recognition 16 Sign Language Translation 16 Speech Separation 16 Video Summarization 16 Video Super-Resolution 16 Word Sense Disambiguation 16 3D Action Recognition 15 3D Classification 15 Audio Source Separation 15 Computed Tomography (CT) 15 Contrastive Learning 15 Cross-Lingual Transfer 15 Event Extraction 15 Facial Landmark Detection 15 Hand Gesture Recognition 15 Knowledge Base Question Answering 15 Lesion Segmentation 15 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Self-Driving Cars 15 Semantic Similarity 15 Tumor Segmentation 15 Video Frame Interpolation 15 Weather Forecasting 15 Within-Session ERP 15 Zero-shot Text Search 15 2D Pose Estimation 14 Boundary Detection 14 Dependency Parsing 14 Gesture Recognition 14 Handwritten Text Recognition 14 Hierarchical Multi-label Classification 14 Instruction Following 14 Joint Entity and Relation Extraction 14 License Plate Recognition 14 Multi-Document Summarization 14 Multi-class Classification 14 Nested Named Entity Recognition 14 Open Information Extraction 14 Sarcasm Detection 14 Semantic Role Labeling 14 Sentiment Classification 14 Single-View 3D Reconstruction 14 Spoken Language Understanding 14 Text-to-Video Generation 14 Token Classification 14 Trajectory Forecasting 14 Adversarial Robustness 13 Code Search 13 Emotion Recognition in Conversation 13 Event Detection 13 Human Activity Recognition 13 Human Detection 13 Hyperspectral Image Classification 13 Image Quality Assessment 13 Image Registration 13 Indoor Localization 13 Intent Classification 13 Keypoint Detection 13 Multiple Instance Learning 13 Music Transcription 13 Open-Domain Dialog 13 Physical Simulations 13 Pose Tracking 13 Saliency Detection 13 Semi-Supervised Image Classification 13 Semi-Supervised Semantic Segmentation 13 Semi-Supervised Video Object Segmentation 13 Sentence Classification 13 Small Object Detection 13 UIE 13 Video Inpainting 13 Video Object Tracking 13 Weakly Supervised Object Detection 13 Activity Detection 12 Clustering Algorithms Evaluation 12 Community Detection 12 Density Estimation 12 Disentanglement 12 Document Layout Analysis 12 Fraud Detection 12 Image Compression 12 Imputation 12 License Plate Detection 12 Network Intrusion Detection 12 Video Object Detection 12 Video Quality Assessment 12 Vision and Language Navigation 12 motion prediction 12 3D Face Reconstruction 11 Action Anticipation 11 Adversarial Attack 11 Bias Detection 11 Code Completion 11 Conversational Response Selection 11 Dialogue State Tracking 11 Downbeat Tracking 11 Event-based vision 11 Fact Checking 11 Generalizable Person Re-identification 11 Image Reconstruction 11 Material Recognition 11 Medical Visual Question Answering 11 Motion Forecasting 11 Multi-Label Text Classification 11 Multiple-choice 11 Point Cloud Registration 11 Real-Time Semantic Segmentation 11 Referring Expression Comprehension 11 Relational Reasoning 11 Robot Manipulation 11 Speaker Verification 11 Stochastic Optimization 11 Surface Normals Estimation 11 Time Series Prediction 11 Video Segmentation 11 2D Cyclist Detection 10 3D Depth Estimation 10 Acoustic Scene Classification 10 Answer Selection 10 Audio Generation 10 Benchmarking 10 Binary text classification 10 COVID-19 Diagnosis 10 Chatbot 10 Depth Completion 10 Entity Disambiguation 10 Entity Typing 10 Facial Attribute Classification 10 Fine-Grained Image Recognition 10 Graph Embedding 10 Head Pose Estimation 10 Image Manipulation 10 Key Information Extraction 10 Mathematical Question Answering 10 Multimodal Emotion Recognition 10 News Classification 10 Object Detection In Aerial Images 10 Object Detection In Indoor Scenes 10 Online Multi-Object Tracking 10 Opinion Mining 10 Outlier Detection 10 Referring Expression Segmentation 10 Scene Graph Generation 10 Sentence Embeddings 10 Table annotation 10 Text-to-Code Generation 10 Unsupervised Object Segmentation 10 Video Grounding 10 Virtual Try-on 10 Visual Grounding 10 Zero-Shot Composed Image Retrieval (ZS-CIR) 10 3D Medical Imaging Segmentation 9 3D Shape Reconstruction 9 6D Pose Estimation using RGBD 9 Abusive Language 9 Action Quality Assessment 9 Anomaly Classification 9 Arithmetic Reasoning 9 Audio Tagging 9 Automatic Post-Editing 9 Citation Recommendation 9 Code Translation 9 Column Type Annotation 9 Conversational Question Answering 9 Dimensionality Reduction 9 Discourse Parsing 9 Entity Resolution 9 Federated Learning 9 Few-Shot Audio Classification 9 Graph Learning 9 Graph Matching 9 Handwriting generation 9 Medical Report Generation 9 Multi-Label Image Classification 9 Multimodal Reasoning 9 Multiview Detection 9 Person Identification 9 Remote Sensing Image Classification 9 Scene Generation 9 Scene Segmentation 9 Speaker Diarization 9 Time Series Anomaly Detection 9 Time Series Regression 9 Topic Classification 9 Unsupervised Person Re-Identification 9 Video Recognition 9 Visual Dialog 9 Within-Session Motor Imagery (left hand vs. right hand) 9 3D Object Recognition 8 3D Object Reconstruction 8 Ad-hoc video search 8 Anomaly Detection In Surveillance Videos 8 AutoML 8 Automated Theorem Proving 8 Blind Super-Resolution 8 Breast Cancer Detection 8 Code Repair 8 Continuous Control 8 Conversational Response Generation 8 Cross-Lingual NER 8 Defect Detection 8 Dense Video Captioning 8 Disaster Response 8 ECG Classification 8 Edge Detection 8 Explanation Generation 8 Fine-Grained Visual Recognition 8 Gait Recognition 8 General Classification 8 Generalized Zero-Shot Learning 8 Human Part Segmentation 8 Incremental Learning 8 Intrusion Detection 8 LIDAR Semantic Segmentation 8 Large Language Model 8 Medical Image Registration 8 Multi-Label Learning 8 Multi-agent Reinforcement Learning 8 Music Classification 8 Music Source Separation 8 Passage Retrieval 8 Person Search 8 Representation Learning 8 Robust classification 8 Satellite Image Classification 8 Semantic SLAM 8 Semantic correspondence 8 Sequential Recommendation 8 Shadow Removal 8 Sound Event Localization and Detection 8 Synthetic Data Generation 8 Table Detection 8 Temporal Tagging 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 Video Reconstruction 8 object-detection 8 3D Human Shape Estimation 7 3D Multi-Object Tracking 7 3D Object Classification 7 3D Shape Modeling 7 6D Pose Estimation using RGB 7 AI Agent 7 Argument Mining 7 Camera Localization 7 Camera Relocalization 7 Causal Inference 7 Chart Question Answering 7 Code Classification 7 Color Image Denoising 7 Correlated Time Series Forecasting 7 Data Integration 7 Dialogue Understanding 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Face Identification 7 Face Swapping 7

English 123 Chinese 8 Bengali 4 German 4 Spanish 4 Arabic 3 French 3 Italian 3 Bangala 2 Greek 2 Multilingual 2 Persian 2 Turkish 2 Bulgarian 1 Burmese 1 Croatian 1 Czech 1 Danish 1 Dutch 1 Estonian 1 Gujarati 1 Hebrew 1 Hungarian 1 Indonesian 1 Japanese 1 Kannada 1 Korean 1 Latvian 1 Lithuanian 1 Nepali (individual language) 1 Old Spanish 1 Polish 1 Portuguese 1 Romanian 1 Russian 1 Slovak 1 Slovenian 1 Somali 1 Swedish 1 Tibetan 1 Ukrainian 1 Urdu 1 Abkhazian 0 Achinese 0 Adyghe 0 Afar 0 Afrikaans 0 Akan 0 Akkadian 0 Akuntsu 0 Albanian 0 Ambonese Malay 0 American Sign Language 0 Amharic 0 Ancient Greek 0 Ancient Hebrew 0 Andaman Creole Hindi 0 Apurinã 0 Aragonese 0 Argentine Sign Language 0 Armenian 0 Arpitan 0 Assamese 0 Assyrian Neo-Aramaic 0 Asturian 0 Avaric 0 Aymara 0 Azerbaijani 0 Bambara 0 Bangladeshi Sign Language 0 Banjar 0 Bashkir 0 Basque 0 Bavarian 0 Belarusian 0 Bemba (Zambia) 0 Bhojpuri 0 Bishnupriya 0 Bislama 0 Bodo (India) 0 Bosnian 0 Breton 0 Buginese 0 Catalan 0 Cebuano 0 Central Bikol 0 Central Khmer 0 Central Kurdish 0 Central Pashto 0 Chamorro 0 Chavacano 0 Chechen 0 Cherokee 0 Cheyenne 0 Choctaw 0 Chukot 0 Church Slavic 0 Chuvash 0 Congo Swahili 0 Coptic 0 Cornish 0 Corsican 0 Cree 0 Creek 0 Crimean Tatar 0 Cusco Quechua 0 Dhivehi 0 Dimli (individual language) 0 Dogri (individual language) 0 Dogri (macrolanguage) 0 Dzongkha 0 Eastern Mari 0 Egyptian Arabic 0 Erzya 0 Esperanto 0 Ewe 0 Extremaduran 0 Faroese 0 Fiji Hindi 0 Fijian 0 Filipino 0 Finnish 0 Fon 0 French Sign Language 0 Friulian 0 Fulah 0 Gagauz 0 Galician 0 Gan Chinese 0 Ganda 0 Geez 0 Georgian 0 German Sign Language 0 Gilaki 0 Goan Konkani 0 Gothic 0 Greek Sign Language 0 Guarani 0 Gulf Arabic 0 Haitian 0 Hakha Chin 0 Hakka Chinese 0 Halh Mongolian 0 Hausa 0 Hawaiian 0 Herero 0 Hindi 0 Hiri Motu 0 Icelandic 0 Ido 0 Igbo 0 Iloko 0 Interlingua (International Auxiliary Language Association) 0 Interlingue 0 Inuktitut 0 Inupiaq 0 Iranian Persian 0 Irish 0 Jamaican Creole English 0 Javanese 0 Jejueo 0 Kabardian 0 Kabuverdianu 0 Kabyle 0 Kachin 0 Kalaallisut 0 Kalmyk 0 Kanuri 0 Kara-Kalpak 0 Karachay-Balkar 0 Karelian 0 Kashmiri 0 Kashubian 0 Kazakh 0 Khunsari 0 Kikuyu 0 Kinyarwanda 0 Kirghiz 0 Komi 0 Komi-Permyak 0 Komi-Zyrian 0 Kongo 0 Krio 0 Kuanyama 0 Kupang Malay 0 Kurdish 0 Kölsch 0 Ladino 0 Lak 0 Lao 0 Latgalian 0 Latin 0 Lezghian 0 Ligurian 0 Limburgan 0 Lingala 0 Lingua Franca 0 Literary Chinese 0 Livvi 0 Lojban 0 Lombard 0 Low German 0 Lower Sorbian 0 Lozi 0 Lunda 0 Luo (Cameroon) 0 Luo (Kenya and Tanzania) 0 Lushai 0 Luxembourgish 0 Macedonian 0 Maithili 0 Makasar 0 Malagasy 0 Malay (individual language) 0 Malay (macrolanguage) 0 Malayalam 0 Malayic Dayak 0 Maltese 0 Mandarin Chinese 0 Manipuri 0 Manx 0 Maori 0 Marathi 0 Marshallese 0 Mazanderani 0 Mbyá Guaraní 0 Mesopotamian Arabic 0 Min Dong Chinese 0 Minangkabau 0 Mingrelian 0 Mirandese 0 Modern Greek 0 Modern Greek (1453-) 0 Moksha 0 Mongolian 0 Moroccan Arabic 0 Mossi 0 Mundurukú 0 Najdi Arabic 0 Narom 0 Nauru 0 Navajo 0 Naxi 0 Nayini 0 Ndonga 0 Neapolitan 0 Nepali (macrolanguage) 0 Newari 0 Nigerian Fulfulde 0 Nigerian Pidgin 0 North Azerbaijani 0 North Levantine Arabic 0 Northern Frisian 0 Northern Huishui Hmong 0 Northern Kurdish 0 Northern Luri 0 Northern Pashto 0 Northern Sami 0 Northern Uzbek 0 Norwegian 0 Norwegian Bokmål 0 Norwegian Nynorsk 0 Novial 0 Nyanja 0 Occitan (post 1500) 0 Odia 0 Official Aramaic (700-300 BCE) 0 Old English (ca. 450-1100) 0 Old French 0 Old Russian 0 Old Turkish 0 Oriya (macrolanguage) 0 Oromo 0 Ossetian 0 Pali 0 Pampanga 0 Pangasinan 0 Papiamento 0 Pedi 0 Pennsylvania German 0 Pfaelzisch 0 Picard 0 Piemontese 0 Pitcairn-Norfolk 0 Plateau Malagasy 0 Pontic 0 Portuguse 0 Punjabi 0 Pushto 0 Quechua 0 Rajasthani 0 Romansh 0 Rundi 0 Russia Buriat 0 Rusyn 0 Saidi Arabic 0 Samoan 0 Sango 0 Sanskrit 0 Santali 0 Sardinian 0 Saterfriesisch 0 Scots 0 Scottish Gaelic 0 Serbian 0 Serbo-Croatian 0 Shan 0 Shona 0 Sichuan Yi 0 Sicilian 0 Silesian 0 Sindhi 0 Sinhala 0 Skolt Sami 0 Soi 0 South Azerbaijani 0 South Levantine Arabic 0 Southern Pashto 0 Southern Sotho 0 Spanish Sign Language 0 Sranan Tongo 0 Standard Arabic 0 Standard Latvian 0 Sundanese 0 Swahili 0 Swahili (macrolanguage) 0 Swati 0 Swedish Sign Language 0 Swiss German 0 Swiss-German Sign Language 0 Tagalog 0 Tahitian 0 Tai 0 Tajik 0 Tamil 0 Tatar 0 Telugu 0 Tetum 0 Thai 0 Thai Song 0 Tigrinya 0 Tok Pisin 0 Tonga (Tonga Islands) 0 Tonga (Zambia) 0 Tosk Albanian 0 Tsonga 0 Tswana 0 Tulu 0 Tumbuka 0 Tunisian Arabic 0 Tunisian Sign Language 0 Tupinambá 0 Turkish Sign Language 0 Turkmen 0 Tuvinian 0 Twi 0 Uab Meto 0 Udmurt 0 Uighur 0 Upper Sorbian 0 Uzbek 0 Venda 0 Venetian 0 Veps 0 Vietnamese 0 Vlaams 0 Vlax Romani 0 Volapük 0 Votic 0 Walloon 0 Waray (Philippines) 0 Warlpiri 0 Welsh 0 West Central Oromo 0 Western Frisian 0 Western Mari 0 Western Panjabi 0 Wolof 0 Wu Chinese 0 Xhosa 0 Yakut 0 Yiddish 0 Yoruba 0 Yue Chinese 0 Zaza 0 Zeeuws 0 Zhuang 0 Zulu 0