Images 3050 Texts 2927 Videos 957 Audio 455 Medical 376 3D 357 Graphs 268 Time series 253 Tabular 228 Speech 187 RGB-D 182 Environment 142 Point cloud 126 Biomedical 113 LiDAR 88 RGB Video 83 Tracking 68 3d meshes 61 Actions 59 Biology 59 Tables 48 Hyperspectral images 44 EEG 43 Stereo 43 Music 42 MRI 40 Interactive 28 Physics 28 Dialog 24 Midi 22 6D 15 Financial 10 Ranking 10 Replay data 10 Cad 9 fMRI 8 Parallel 6 Lyrics 2 PSG 2

Question Answering 390 Semantic Segmentation 337 Object Detection 306 Image Classification 265 Classification 199 Language Modelling 165 Text Classification 158 Text Generation 141 Visual Question Answering (VQA) 140 Named Entity Recognition (NER) 129 Pose Estimation 122 Anomaly Detection 117 Action Recognition 111 Instance Segmentation 102 Sentiment Analysis 101 Reading Comprehension 95 Text Summarization 95 Domain Adaptation 94 Speech Recognition 93 Information Retrieval 89 Image Retrieval 85 2D Object Detection 84 Machine Translation 81 Natural Language Inference 81 Relation Extraction 78 Node Classification 76 Depth Estimation 75 Image Generation 74 Image Captioning 73 2D Semantic Segmentation 71 Natural Language Understanding 70 Autonomous Driving 68 Link Prediction 67 Face Recognition 65 Object Tracking 65 Person Re-Identification 64 Data Augmentation 63 3D Object Detection 61 Multi-Task Learning 59 3D Reconstruction 57 Recommendation Systems 57 Common Sense Reasoning 56 Code Generation 53 Video Understanding 53 Graph Classification 52 Word Embeddings 52 Abstractive Text Summarization 50 Optical Character Recognition (OCR) 50 3D Human Pose Estimation 49 Emotion Recognition 48 Medical Image Segmentation 47 Coreference Resolution 45 Few-Shot Learning 45 Semantic Parsing 45 Hate Speech Detection 44 Knowledge Graphs 44 Object Recognition 44 Self-Supervised Learning 44 Entity Linking 43 Machine Reading Comprehension 43 Misinformation 43 Scene Understanding 43 Visual Reasoning 43 Zero-Shot Learning 43 Image Clustering 42 Temporal Action Localization 42 Image Super-Resolution 41 Video Question Answering 41 Fine-Grained Image Classification 40 Decision Making 39 Face Detection 39 Multi-Object Tracking 39 Novel View Synthesis 39 3D Semantic Segmentation 38 Audio Classification 38 Video Captioning 37 3D Pose Estimation 36 Image Segmentation 36 Optical Flow Estimation 35 Panoptic Segmentation 35 Stance Detection 35 Trajectory Prediction 35 Video Retrieval 35 Action Detection 34 Retrieval 34 Continual Learning 33 Time Series Forecasting 33 Dialogue Generation 32 Metric Learning 32 Monocular Depth Estimation 32 Text Retrieval 32 Unsupervised Domain Adaptation 32 Image-to-Image Translation 31 Music Generation 31 Segmentation 31 Action Classification 30 Activity Recognition 30 Domain Generalization 30 Fake News Detection 30 Skeleton Based Action Recognition 30 Visual Question Answering 30 Automatic Speech Recognition (ASR) 29 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 NER 27 Neural Architecture Search 27 Visual Tracking 27 Drug Discovery 26 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Sign Language Recognition 26 Unsupervised Anomaly Detection 26 Visual Odometry 26 Emotion Classification 25 Music Information Retrieval 25 2D Human Pose Estimation 24 Data-to-Text Generation 24 Face Verification 24 Few-Shot Image Classification 24 Time Series Analysis 24 Video Prediction 24 Visual Localization 24 Visual Place Recognition 24 Fairness 23 Low-Light Image Enhancement 23 Out-of-Distribution Detection 23 Slot Filling 23 Cross-Modal Retrieval 22 DeepFake Detection 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 regression 22 Crowd Counting 21 Denoising 21 Handwriting Recognition 21 Mathematical Reasoning 21 Multimodal Deep Learning 21 Simultaneous Localization and Mapping 21 Super-Resolution 21 Video Classification 21 6D Pose Estimation 20 Aspect-Based Sentiment Analysis (ABSA) 20 Image Denoising 20 Image Manipulation Detection 20 Imitation Learning 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 Text-to-Image Generation 20 Traffic Prediction 20 3D Hand Pose Estimation 19 Age Estimation 19 Cell Segmentation 19 Graph Clustering 19 Graph Regression 19 Language Identification 19 Medical Diagnosis 19 Task-Oriented Dialogue Systems 19 Text Simplification 19 Video Generation 19 Meta-Learning 18 Motion Synthesis 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 Animal Pose Estimation 17 Beat Tracking 17 Binarization 17 Change Detection 17 Fact Verification 17 Gaze Estimation 17 Lane Detection 17 Logical Reasoning 17 Motor Imagery Decoding (left-hand vs right-hand) 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 Translation 17 Video Object Segmentation 17 Zero-Shot Video Question Answer 17 3D Instance Segmentation 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 Multiple Object Tracking 16 Object Localization 16 Paraphrase Generation 16 Prompt Engineering 16 RGB Salient Object Detection 16 Scene Recognition 16 Speech Separation 16 Transfer Learning 16 Video Super-Resolution 16 3D Human Reconstruction 15 Active Learning 15 Binary Classification 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 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Self-Driving Cars 15 Semantic Similarity 15 Sign Language Translation 15 Video Frame Interpolation 15 Weather Forecasting 15 Within-Session ERP 15 Zero-shot Text Search 15 14 3D Action Recognition 14 3D Object Tracking 14 Audio Source Separation 14 Boundary Detection 14 Code Search 14 Deblurring 14 Dependency Parsing 14 Event Extraction 14 Gesture Recognition 14 Hierarchical Multi-label Classification 14 Instruction Following 14 Joint Entity and Relation Extraction 14 License Plate Recognition 14 Medical Image Classification 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 Trajectory Forecasting 14 Tumor Segmentation 14 Video Anomaly Detection 14 Word Sense Disambiguation 14 3D Classification 13 Clustering Algorithms Evaluation 13 Community Detection 13 Density Estimation 13 Emotion Recognition in Conversation 13 Handwritten Text Recognition 13 Human Detection 13 Image Quality Assessment 13 Intent Classification 13 Keypoint Detection 13 Multiple Instance Learning 13 Open-Domain Dialog 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 Summarization 13 Weakly Supervised Object Detection 13 Activity Detection 12 Automatic Speech Recognition 12 Code Completion 12 Disentanglement 12 Fraud Detection 12 Image Registration 12 Image Restoration 12 Imputation 12 Multi-class Classification 12 Music Transcription 12 Named Entity Recognition 12 Physical Simulations 12 Text-to-Video Generation 12 Video Object Tracking 12 Video Quality Assessment 12 Vision and Language Navigation 12 motion prediction 12 2D Pose Estimation 11 3D Face Reconstruction 11 Adversarial Attack 11 Adversarial Robustness 11 COVID-19 Diagnosis 11 Chatbot 11 Conversational Response Selection 11 Dialogue State Tracking 11 Downbeat Tracking 11 Event-based vision 11 Generalizable Person Re-identification 11 Human Activity Recognition 11 Image Reconstruction 11 Medical Visual Question Answering 11 Motion Forecasting 11 Multi-Label Text Classification 11 Multivariate Time Series Forecasting 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 11 Acoustic Scene Classification 10 Answer Selection 10 Audio Generation 10 Automatic Post-Editing 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 Hyperspectral Image Classification 10 Image Compression 10 Image Manipulation 10 Indoor Localization 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 Time Series Prediction 10 Token Classification 10 Unsupervised Object Segmentation 10 Video Object Detection 10 Virtual Try-on 10 3D Depth Estimation 9 3D Medical Imaging Segmentation 9 Abusive Language 9 Action Anticipation 9 Action Quality Assessment 9 Audio Tagging 9 Bias Detection 9 Binary text classification 9 Blind Super-Resolution 9 Chart Question Answering 9 Continuous Control 9 Conversational Question Answering 9 Dimensionality Reduction 9 Discourse Parsing 9 Document Layout Analysis 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 License Plate Detection 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 Reinforcement Learning 9 Scene Generation 9 Speaker Diarization 9 Time Series Anomaly Detection 9 Topic Classification 9 Unsupervised Person Re-Identification 9 Video Inpainting 9 Video Recognition 9 Video Segmentation 9 Visual Dialog 9 Visual Grounding 9 Within-Session Motor Imagery (left hand vs. right hand) 9 Zero-Shot Composed Image Retrieval (ZS-CIR) 9 3D Object Recognition 8 3D Shape Reconstruction 8 6D Pose Estimation using RGBD 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 Chinese Reading Comprehension 8 Click-Through Rate Prediction 8 Code Classification 8 Code Summarization 8 Code Translation 8 Color Image Denoising 8 Colorization 8 Conditional Image Generation 8 Cross-Lingual NER 8 Disaster Response 8 ECG Classification 8 Edge Detection 8 Explanation Generation 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 Online Multi-Object Tracking 8 Person Identification 8 Person Search 8 Remote Sensing Image Classification 8 Robust classification 8 Satellite Image Classification 8 Scene Segmentation 8 Sequential Recommendation 8 Shadow Removal 8 Sound Event Localization and Detection 8 Temporal Tagging 8 Text-to-Code Generation 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 Video Reconstruction 8 3D Human Shape Estimation 7 3D Object Reconstruction 7 3D Shape Modeling 7 Anomaly Detection In Surveillance Videos 7 Argument Mining 7 Audio-Visual Speech Recognition 7 AutoML 7 Bayesian Inference 7 Camouflaged Object Segmentation 7 Colorectal Polyps Characterization 7 Data Integration 7 Defect Detection 7 Dense Video Captioning 7 Dialogue Understanding 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Event Detection 7 Face Identification 7 Face Swapping 7 Font 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 Music Classification 7 Offline RL 7 Out of Distribution (OOD) Detection 7 Passage Retrieval 7 Product Recommendation 7 Program Repair 7 Real-Time Object Detection 7 Robust Object Detection 7 Saliency Prediction 7 Skin Lesion Classification 7 Source Code Summarization 7

English 3515 Chinese 407 German 187 French 177 Spanish 144 Russian 128 Japanese 99 Arabic 96 Italian 92 Portuguese 85 Hindi 76 Vietnamese 68 Korean 63 Bengali 58 Turkish 57 Persian 52 Dutch 46 Tamil 45 Polish 42 Czech 39 Indonesian 39 Danish 34 Finnish 34 Romanian 33 Telugu 32 Urdu 31 Thai 29 Marathi 28 Multilingual 28 Swedish 28 Hungarian 27 Greek 25 Estonian 24 Mandarin Chinese 24 Gujarati 23 Hebrew 23 Bulgarian 22 Malayalam 22 Basque 20 Ukrainian 19 Kannada 18 Catalan 17 Punjabi 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 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 Sinhala 8 Esperanto 7 Filipino 7 Galician 7 Nepali (macrolanguage) 7 Uzbek 7 Bambara 6 Belarusian 6 Guarani 6 Icelandic 6 Malagasy 6 Nigerian Pidgin 6 Oromo 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 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 German Sign Language 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 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 Nepali (individual language) 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 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 Southern Pashto 0 Standard Latvian 0 Thai Song 0 Tunisian Sign Language 0 West Central Oromo 0