Images 3105 Texts 2991 Videos 968 Audio 464 Medical 379 3D 362 Graphs 273 Time series 272 Tabular 243 Speech 191 RGB-D 185 Environment 142 Point cloud 131 Biomedical 118 LiDAR 90 RGB Video 85 Tracking 72 Biology 63 3d meshes 62 Actions 59 Tables 49 Music 45 Hyperspectral images 44 Stereo 44 EEG 43 MRI 39 Physics 29 Interactive 28 Dialog 24 Midi 22 6D 15 Financial 11 Ranking 10 Replay data 10 Cad 9 fMRI 7 Parallel 6 Lyrics 2 PSG 2

Question Answering 403 Semantic Segmentation 339 Object Detection 315 Image Classification 275 Classification 207 Language Modelling 165 Text Classification 155 Visual Question Answering (VQA) 143 Text Generation 142 Named Entity Recognition (NER) 129 Pose Estimation 123 Anomaly Detection 119 Action Recognition 111 Instance Segmentation 104 Sentiment Analysis 101 Text Summarization 97 Reading Comprehension 95 Domain Adaptation 94 Speech Recognition 93 2D Object Detection 90 Information Retrieval 90 Image Retrieval 86 Machine Translation 83 Natural Language Inference 81 Relation Extraction 79 Image Generation 78 Depth Estimation 76 Node Classification 76 Image Captioning 75 2D Semantic Segmentation 73 Natural Language Understanding 71 Autonomous Driving 69 Link Prediction 67 Face Recognition 65 Object Tracking 65 Person Re-Identification 64 3D Object Detection 63 Data Augmentation 63 Multi-Task Learning 59 3D Reconstruction 57 Code Generation 57 Recommendation Systems 57 Common Sense Reasoning 56 Abstractive Text Summarization 52 Graph Classification 52 Video Understanding 52 Word Embeddings 52 Optical Character Recognition (OCR) 51 3D Human Pose Estimation 50 Emotion Recognition 48 Medical Image Segmentation 48 Hate Speech Detection 46 Knowledge Graphs 46 Coreference Resolution 45 Few-Shot Learning 45 Object Recognition 45 Semantic Parsing 45 Self-Supervised Learning 44 Visual Reasoning 44 Entity Linking 43 Image Super-Resolution 43 Machine Reading Comprehension 43 Misinformation 43 Scene Understanding 43 Time Series Forecasting 43 Zero-Shot Learning 43 Image Clustering 42 Temporal Action Localization 42 Multi-Object Tracking 41 Video Question Answering 41 Fine-Grained Image Classification 40 3D Semantic Segmentation 39 Decision Making 39 Face Detection 39 Image Segmentation 39 Novel View Synthesis 39 Audio Classification 38 Video Captioning 37 3D Pose Estimation 36 Panoptic Segmentation 36 Optical Flow Estimation 35 Stance Detection 35 Trajectory Prediction 35 Video Retrieval 35 Action Detection 34 Retrieval 34 Segmentation 34 Text Retrieval 34 Continual Learning 33 Dialogue Generation 32 Metric Learning 32 Monocular Depth Estimation 32 Music Generation 32 Unsupervised Domain Adaptation 32 Automatic Speech Recognition (ASR) 31 Image-to-Image Translation 31 Action Classification 30 Activity Recognition 30 Domain Generalization 30 Fake News Detection 30 Skeleton Based Action Recognition 30 Visual Question Answering 30 Autonomous Vehicles 29 Facial Expression Recognition (FER) 29 Multi-Label Classification 29 Scene Text Recognition 29 Visual Object Tracking 29 Document Summarization 28 Object Counting 28 Neural Architecture Search 27 Sign Language Recognition 27 Unsupervised Anomaly Detection 27 Visual Tracking 27 Drug Discovery 26 Music Information Retrieval 26 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Visual Odometry 26 Emotion Classification 25 NER 25 2D Human Pose Estimation 24 Data-to-Text Generation 24 DeepFake Detection 24 Face Verification 24 Few-Shot Image Classification 24 Time Series Analysis 24 Video Prediction 24 Visual Localization 24 Visual Place Recognition 24 Cross-Modal Retrieval 23 Denoising 23 Fairness 23 Low-Light Image Enhancement 23 Out-of-Distribution Detection 23 Slot Filling 23 regression 23 Crowd Counting 22 Hand Pose Estimation 22 Human-Object Interaction Detection 22 Intent Detection 22 Math Word Problem Solving 22 Question Generation 22 Relation Classification 22 Scene Classification 22 Speech Synthesis 22 Text-to-Image Generation 22 6D Pose Estimation 21 Handwriting Recognition 21 Image Denoising 21 Multimodal Deep Learning 21 Simultaneous Localization and Mapping 21 Super-Resolution 21 Video Classification 21 Aspect-Based Sentiment Analysis (ABSA) 20 Image Manipulation Detection 20 Imitation Learning 20 Mathematical Reasoning 20 Medical Diagnosis 20 Molecular Property Prediction 20 Robotic Grasping 20 Sound Event Detection 20 Speech Emotion Recognition 20 Speech Enhancement 20 Stereo Matching 20 Style Transfer 20 Traffic Prediction 20 3D Hand Pose Estimation 19 Age Estimation 19 Cell Segmentation 19 Graph Clustering 19 Graph Regression 19 Language Identification 19 Motion Synthesis 19 Task-Oriented Dialogue Systems 19 Text Simplification 19 Video Generation 19 Animal Pose Estimation 18 Logical Reasoning 18 Meta-Learning 18 Paraphrase Identification 18 Quantization 18 Reinforcement Learning (RL) 18 Semantic Textual Similarity 18 Text-To-SQL 18 Transductive Zero-Shot Classification 18 Visual Navigation 18 Action Recognition In Videos 17 Action Segmentation 17 Beat Tracking 17 Binarization 17 Change Detection 17 Fact Verification 17 Gaze Estimation 17 Lane Detection 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Multivariate Time Series Forecasting 17 Pedestrian Detection 17 Robot Navigation 17 SMAC+ 17 Salient Object Detection 17 Scene Text Detection 17 Text-To-Speech Synthesis 17 Time Series Classification 17 Topic Models 17 Video Object Segmentation 17 16 3D Instance Segmentation 16 Binary Classification 16 Document Classification 16 Face Alignment 16 Face Anti-Spoofing 16 Grammatical Error Correction 16 Image Enhancement 16 Image Inpainting 16 Knowledge Graph Completion 16 Learning with noisy labels 16 Long-tail Learning 16 Medical Image Classification 16 Multiple Object Tracking 16 Object Localization 16 Paraphrase Generation 16 Prompt Engineering 16 RGB Salient Object Detection 16 Scene Recognition 16 Semantic Similarity 16 Sign Language Translation 16 Speech Separation 16 Transfer Learning 16 Translation 16 Video Super-Resolution 16 Zero-Shot Video Question Answer 16 3D Human Reconstruction 15 3D Object Tracking 15 Active Learning 15 Audio Source Separation 15 Computed Tomography (CT) 15 Contrastive Learning 15 Cross-Lingual Transfer 15 Facial Landmark Detection 15 Hand Gesture Recognition 15 Image Dehazing 15 Knowledge Base Question Answering 15 Lesion Segmentation 15 Named Entity Recognition 15 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Self-Driving Cars 15 Video Anomaly Detection 15 Video Frame Interpolation 15 Video Summarization 15 Weather Forecasting 15 Within-Session ERP 15 Zero-shot Text Search 15 3D Action Recognition 14 3D Classification 14 Automatic Speech Recognition 14 Boundary Detection 14 Code Search 14 Deblurring 14 Dependency Parsing 14 Event Extraction 14 Gesture Recognition 14 Hierarchical Multi-label Classification 14 Image Restoration 14 Instruction Following 14 Joint Entity and Relation Extraction 14 License Plate Recognition 14 Multi-Document Summarization 14 Open Information Extraction 14 Sarcasm Detection 14 Semantic Role Labeling 14 Sentiment Classification 14 Single-View 3D Reconstruction 14 Spoken Language Understanding 14 Time Series 14 Trajectory Forecasting 14 Tumor Segmentation 14 Word Sense Disambiguation 14 2D Pose Estimation 13 Clustering Algorithms Evaluation 13 Community Detection 13 Density Estimation 13 Emotion Recognition in Conversation 13 Handwritten Text Recognition 13 Human Activity Recognition 13 Human Detection 13 Hyperspectral Image Classification 13 Image Quality Assessment 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 Weakly Supervised Object Detection 13 Activity Detection 12 Adversarial Robustness 12 Code Completion 12 Disentanglement 12 Fraud Detection 12 Image Compression 12 Image Registration 12 Imputation 12 Multi-class Classification 12 Text-to-Video Generation 12 Video Object Tracking 12 Video Quality Assessment 12 Vision and Language Navigation 12 motion prediction 12 3D Face Reconstruction 11 Adversarial Attack 11 Chatbot 11 Conversational Response Selection 11 Dialogue State Tracking 11 Document Layout Analysis 11 Downbeat Tracking 11 Event Detection 11 Event-based vision 11 Generalizable Person Re-identification 11 Image Reconstruction 11 Medical Visual Question Answering 11 Motion Forecasting 11 Multi-Label Text Classification 11 Network Intrusion Detection 11 Real-Time Semantic Segmentation 11 Referring Expression Comprehension 11 Relational Reasoning 11 Speaker Verification 11 Stochastic Optimization 11 Surface Normals Estimation 11 Time Series Prediction 11 Video Inpainting 11 Acoustic Scene Classification 10 Action Anticipation 10 Answer Selection 10 Audio Generation 10 Audio Tagging 10 Automatic Post-Editing 10 Binary text classification 10 COVID-19 Diagnosis 10 Citation Recommendation 10 Column Type Annotation 10 Depth Completion 10 Entity Disambiguation 10 Entity Typing 10 Facial Attribute Classification 10 Fact Checking 10 Fine-Grained Image Recognition 10 Graph Embedding 10 Head Pose Estimation 10 Image Manipulation 10 Indoor Localization 10 License Plate Detection 10 Mathematical Question Answering 10 Nested Named Entity Recognition 10 News Classification 10 Object Detection In Indoor Scenes 10 Outlier Detection 10 Referring Expression Segmentation 10 Sentence Embeddings 10 Table annotation 10 Unsupervised Object Segmentation 10 Video Object Detection 10 Virtual Try-on 10 Zero-Shot Composed Image Retrieval (ZS-CIR) 10 3D Depth Estimation 9 3D Medical Imaging Segmentation 9 6D Pose Estimation using RGBD 9 Abusive Language 9 Action Quality Assessment 9 Bias Detection 9 Blind Super-Resolution 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 Key Information Extraction 9 Material Recognition 9 Multi-Label Image Classification 9 Multiple-choice 9 Multiview Detection 9 Object Detection In Aerial Images 9 Opinion Mining 9 Point Cloud Registration 9 Scene Generation 9 Scene Graph Generation 9 Speaker Diarization 9 Time Series Anomaly Detection 9 Topic Classification 9 Unsupervised Person Re-Identification 9 Video Recognition 9 Video Segmentation 9 Visual Dialog 9 Visual Grounding 9 Within-Session Motor Imagery (left hand vs. right hand) 9 3D Object Recognition 8 3D Shape Reconstruction 8 Ad-hoc video search 8 Arithmetic Reasoning 8 Automated Theorem Proving 8 Breast Cancer Detection 8 Camera Localization 8 Causal Inference 8 Change Point Detection 8 Chart Question Answering 8 Chinese Reading Comprehension 8 Click-Through Rate Prediction 8 Code Classification 8 Color Image Denoising 8 Continuous Control 8 Cross-Lingual NER 8 Defect Detection 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 LIDAR Semantic Segmentation 8 Medical Image Registration 8 Multi-Label Learning 8 Multi-agent Reinforcement Learning 8 Music Classification 8 Music Source Separation 8 Online Multi-Object Tracking 8 Passage Retrieval 8 Person Identification 8 Person Search 8 Remote Sensing Image Classification 8 Robot Manipulation 8 Robust classification 8 Satellite Image Classification 8 Scene Segmentation 8 Sequential Recommendation 8 Shadow Removal 8 Sound Event Localization and Detection 8 Table Detection 8 Temporal Tagging 8 Text-to-Code Generation 8 Token Classification 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 Object Reconstruction 7 3D Shape Modeling 7 6D Pose Estimation using RGB 7 Anomaly Detection In Surveillance Videos 7 Argument Mining 7 Audio-Visual Speech Recognition 7 AutoML 7 Bayesian Inference 7 Camouflaged Object Segmentation 7 Code Summarization 7 Code Translation 7 Colorization 7 Correlated Time Series Forecasting 7 Data Integration 7 Dense Video Captioning 7 Dialogue Understanding 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Face Identification 7 Face Swapping 7 Font Recognition 7 Food Recognition 7 Gender Prediction 7 Heterogeneous Node Classification 7 Homography Estimation 7 Human Interaction Recognition 7 Image Manipulation Localization 7 Interactive Segmentation 7 Intrinsic Image Decomposition 7 KG-to-Text Generation 7 Keyword Spotting 7 Monocular Visual Odometry 7 Motion Estimation 7 Multimodal Emotion Recognition 7 Multivariate Time Series Imputation 7 Offline RL 7 Source Code Summarization 7

English 3717 Chinese 423 German 188 French 180 Spanish 146 Russian 130 Japanese 103 Arabic 98 Italian 93 Portuguese 87 Hindi 78 Vietnamese 68 Korean 64 Bengali 61 Turkish 57 Persian 52 Dutch 47 Tamil 47 Polish 42 Indonesian 41 Czech 39 Danish 34 Finnish 34 Telugu 34 Romanian 33 Urdu 33 Thai 31 Marathi 30 Multilingual 29 Swedish 28 Hungarian 27 Greek 25 Gujarati 25 Estonian 24 Mandarin Chinese 24 Hebrew 23 Bulgarian 22 Malayalam 22 Ukrainian 21 Basque 20 Punjabi 19 Kannada 18 Catalan 17 Slovak 17 Swahili 17 Croatian 16 Latvian 16 Lithuanian 16 Slovenian 16 Kazakh 15 Serbian 15 Norwegian 14 Amharic 13 Iranian Persian 13 Albanian 12 Kurdish 12 Assamese 11 Tagalog 11 Armenian 10 Azerbaijani 10 Irish 10 Macedonian 10 Sinhala 10 Welsh 10 Yoruba 10 American Sign Language 9 Maltese 9 Mongolian 9 Sanskrit 9 Breton 8 Burmese 8 Georgian 8 Hausa 8 Igbo 8 Odia 8 Oriya (macrolanguage) 8 Esperanto 7 Filipino 7 Galician 7 Nepali (macrolanguage) 7 Oromo 7 Uzbek 7 Bambara 6 Belarusian 6 Guarani 6 Icelandic 6 Malagasy 6 Nigerian Pidgin 6 Serbo-Croatian 6 Somali 6 Western Panjabi 6 Wolof 6 Afrikaans 5 Bosnian 5 Central Khmer 5 Central Kurdish 5 Fon 5 Ganda 5 Haitian 5 Javanese 5 Latin 5 Malay (individual language) 5 Norwegian Nynorsk 5 Quechua 5 Scottish Gaelic 5 Sindhi 5 Standard Arabic 5 Sundanese 5 Tibetan 5 Tigrinya 5 Aymara 4 Bangala 4 Chechen 4 Dhivehi 4 Egyptian Arabic 4 Ewe 4 Kabyle 4 Lingala 4 Nepali (individual language) 4 Norwegian Bokmål 4 Tatar 4 Tetum 4 Tswana 4 Twi 4 Upper Sorbian 4 Aragonese 3 Bashkir 3 Bavarian 3 Bishnupriya 3 Cebuano 3 Chuvash 3 Erzya 3 Faroese 3 Fulah 3 Goan Konkani 3 Iloko 3 Interlingue 3 Kinyarwanda 3 Kirghiz 3 Lao 3 Luo (Kenya and Tanzania) 3 Maithili 3 Nyanja 3 Occitan (post 1500) 3 Romansh 3 Rundi 3 Russia Buriat 3 Sardinian 3 South Azerbaijani 3 Swiss German 3 Turkmen 3 Uighur 3 Xhosa 3 Yiddish 3 Zulu 3 Argentine Sign Language 2 Asturian 2 Avaric 2 Bangladeshi Sign Language 2 Bhojpuri 2 Central Bikol 2 Central Pashto 2 Cherokee 2 Church Slavic 2 Cornish 2 Corsican 2 Dimli (individual language) 2 Eastern Mari 2 German Sign Language 2 Gothic 2 Ido 2 Inuktitut 2 Jamaican Creole English 2 Jejueo 2 Kalaallisut 2 Kalmyk 2 Karachay-Balkar 2 Komi 2 Komi-Permyak 2 Lezghian 2 Limburgan 2 Livvi 2 Lojban 2 Lombard 2 Low German 2 Lower Sorbian 2 Luxembourgish 2 Malay (macrolanguage) 2 Manipuri 2 Manx 2 Mazanderani 2 Minangkabau 2 Mingrelian 2 Mirandese 2 Modern Greek 2 Moksha 2 Mossi 2 Naxi 2 Neapolitan 2 Newari 2 Northern Frisian 2 Northern Kurdish 2 Northern Luri 2 Northern Sami 2 Old Spanish 2 Ossetian 2 Pampanga 2 Piemontese 2 Pushto 2 Shona 2 Sichuan Yi 2 Sicilian 2 Southern Pashto 2 Swati 2 Swiss-German Sign Language 2 Tai 2 Tajik 2 Tsonga 2 Turkish Sign Language 2 Tuvinian 2 Udmurt 2 Venetian 2 Volapük 2 Walloon 2 Waray (Philippines) 2 Western Frisian 2 Western Mari 2 Wu Chinese 2 Yakut 2 Yue Chinese 2 Abkhazian 1 Achinese 1 Adyghe 1 Afar 1 Akan 1 Akkadian 1 Akuntsu 1 Ambonese Malay 1 Ancient Greek 1 Ancient Hebrew 1 Andaman Creole Hindi 1 Apurinã 1 Arpitan 1 Assyrian Neo-Aramaic 1 Banjar 1 Bemba (Zambia) 1 Bislama 1 Bodo (India) 1 Buginese 1 Chamorro 1 Chavacano 1 Cheyenne 1 Choctaw 1 Chukot 1 Congo Swahili 1 Coptic 1 Cree 1 Creek 1 Crimean Tatar 1 Dogri (macrolanguage) 1 Dzongkha 1 Extremaduran 1 Fiji Hindi 1 Fijian 1 French Sign Language 1 Friulian 1 Gagauz 1 Gan Chinese 1 Geez 1 Gilaki 1 Greek Sign Language 1 Gulf Arabic 1 Hakha Chin 1 Hakka Chinese 1 Halh Mongolian 1 Hawaiian 1 Herero 1 Hiri Motu 1 Interlingua (International Auxiliary Language Association) 1 Inupiaq 1 Kabardian 1 Kanuri 1 Kara-Kalpak 1 Karelian 1 Kashmiri 1 Kashubian 1 Khunsari 1 Kikuyu 1 Komi-Zyrian 1 Kongo 1 Krio 1 Kuanyama 1 Kupang Malay 1 Kölsch 1 Ladino 1 Lak 1 Latgalian 1 Ligurian 1 Literary Chinese 1 Lozi 1 Lunda 1 Luo (Cameroon) 1 Lushai 1 Makasar 1 Malayic Dayak 1 Maori 1 Marshallese 1 Mbyá Guaraní 1 Min Dong Chinese 1 Modern Greek (1453-) 1 Moroccan Arabic 1 Mundurukú 1 Narom 1 Nauru 1 Navajo 1 Nayini 1 Ndonga 1 Novial 1 Official Aramaic (700-300 BCE) 1 Old English (ca. 450-1100) 1 Old French 1 Old Russian 1 Old Turkish 1 Pali 1 Pangasinan 1 Papiamento 1 Pedi 1 Pennsylvania German 1 Pfaelzisch 1 Picard 1 Pitcairn-Norfolk 1 Pontic 1 Rajasthani 1 Rusyn 1 Samoan 1 Sango 1 Saterfriesisch 1 Scots 1 Silesian 1 Skolt Sami 1 Soi 1 South Levantine Arabic 1 Southern Sotho 1 Sranan Tongo 1 Swahili (macrolanguage) 1 Swedish Sign Language 1 Tahitian 1 Tok Pisin 1 Tonga (Tonga Islands) 1 Tonga (Zambia) 1 Tosk Albanian 1 Tulu 1 Tumbuka 1 Tunisian Arabic 1 Tupinambá 1 Uab Meto 1 Venda 1 Veps 1 Vlaams 1 Vlax Romani 1 Votic 1 Warlpiri 1 Zaza 1 Zeeuws 1 Zhuang 1 Dogri (individual language) 0 Kabuverdianu 0 Kachin 0 Lingua Franca 0 Mesopotamian Arabic 0 Najdi Arabic 0 Nigerian Fulfulde 0 North Azerbaijani 0 North Levantine Arabic 0 Northern Huishui Hmong 0 Northern Uzbek 0 Plateau Malagasy 0 Portuguse 0 Saidi Arabic 0 Santali 0 Shan 0 Standard Latvian 0 Thai Song 0 Tunisian Sign Language 0 West Central Oromo 0