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

Binary Classification × Question Answering 373 Semantic Segmentation 325 Object Detection 277 Image Classification 251 Language Modelling 162 Classification 155 Text Classification 145 Text Generation 127 Named Entity Recognition (NER) 126 Visual Question Answering (VQA) 123 Pose Estimation 117 Action Recognition 110 Anomaly Detection 110 Sentiment Analysis 97 Reading Comprehension 95 Instance Segmentation 94 Domain Adaptation 91 Text Summarization 91 Speech Recognition 89 Information Retrieval 86 Image Retrieval 80 Machine Translation 80 Natural Language Inference 79 Relation Extraction 75 Depth Estimation 72 Image Generation 72 Image Captioning 71 Node Classification 71 Natural Language Understanding 70 2D Object Detection 68 Autonomous Driving 66 Link Prediction 66 2D Semantic Segmentation 65 Face Recognition 64 Data Augmentation 63 Object Tracking 62 Person Re-Identification 61 Multi-Task Learning 58 Recommendation Systems 56 3D Reconstruction 55 3D Object Detection 54 Common Sense Reasoning 54 Word Embeddings 52 Abstractive Text Summarization 51 Code Generation 50 3D Human Pose Estimation 49 Emotion Recognition 47 Graph Classification 47 Video Understanding 47 Medical Image Segmentation 46 Few-Shot Learning 45 Coreference Resolution 44 Semantic Parsing 44 Hate Speech Detection 43 Knowledge Graphs 43 Machine Reading Comprehension 43 Optical Character Recognition (OCR) 43 Scene Understanding 43 Zero-Shot Learning 43 Object Recognition 42 Self-Supervised Learning 42 Temporal Action Localization 42 Visual Reasoning 42 Image Clustering 41 Image Super-Resolution 41 Misinformation 40 Entity Linking 39 Decision Making 38 Face Detection 38 Multi-Object Tracking 37 3D Semantic Segmentation 36 Audio Classification 36 Fine-Grained Image Classification 36 Video Captioning 36 3D Pose Estimation 35 Novel View Synthesis 35 Trajectory Prediction 35 Video Question Answering 35 Action Detection 34 Optical Flow Estimation 34 Panoptic Segmentation 34 Stance Detection 33 Dialogue Generation 32 Retrieval 32 Time Series Forecasting 32 Unsupervised Domain Adaptation 32 Video Retrieval 32 Metric Learning 31 Monocular Depth Estimation 31 Action Classification 30 Continual Learning 30 Activity Recognition 29 Automatic Speech Recognition (ASR) 29 Facial Expression Recognition (FER) 29 Fake News Detection 29 Image Segmentation 29 Image-to-Image Translation 29 Skeleton Based Action Recognition 29 Text Retrieval 29 Document Summarization 28 Scene Text Recognition 28 Autonomous Vehicles 27 Domain Generalization 27 Multi-Label Classification 27 Music Generation 27 Neural Architecture Search 27 Visual Tracking 27 Emotion Classification 26 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Visual Object Tracking 26 Visual Question Answering 26 Drug Discovery 25 NER 25 Visual Odometry 25 Face Verification 24 Object Counting 24 Time Series Analysis 24 Unsupervised Anomaly Detection 24 Video Prediction 24 2D Human Pose Estimation 23 Few-Shot Image Classification 23 Music Information Retrieval 23 Sign Language Recognition 23 Slot Filling 23 Cross-Modal Retrieval 22 Data-to-Text Generation 22 Hand Pose Estimation 22 Human-Object Interaction Detection 22 Low-Light Image Enhancement 22 Out-of-Distribution Detection 22 Question Generation 22 Relation Classification 22 Scene Classification 22 Visual Localization 22 DeepFake Detection 21 Denoising 21 Handwriting Recognition 21 Intent Detection 21 Segmentation 21 Speech Synthesis 21 Visual Place Recognition 21 Fairness 20 Image Manipulation Detection 20 Molecular Property Prediction 20 Multimodal Deep Learning 20 Simultaneous Localization and Mapping 20 Speech Emotion Recognition 20 Super-Resolution 20 Text-to-Image Generation 20 3D Hand Pose Estimation 19 6D Pose Estimation 19 Age Estimation 19 Aspect-Based Sentiment Analysis (ABSA) 19 Cell Segmentation 19 Crowd Counting 19 Image Denoising 19 Math Word Problem Solving 19 Sound Event Detection 19 Speech Enhancement 19 Stereo Matching 19 Style Transfer 19 Task-Oriented Dialogue Systems 19 Text Simplification 19 Traffic Prediction 19 Video Classification 19 Graph Regression 18 Imitation Learning 18 Mathematical Reasoning 18 Medical Diagnosis 18 Meta-Learning 18 Quantization 18 Semantic Textual Similarity 18 Action Recognition In Videos 17 Action Segmentation 17 Animal Pose Estimation 17 Binarization 17 Graph Clustering 17 Language Identification 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Paraphrase Identification 17 Robotic Grasping 17 SMAC+ 17 Salient Object Detection 17 Text-To-Speech Synthesis 17 3D Instance Segmentation 16 Document Classification 16 Face Alignment 16 Face Anti-Spoofing 16 Fact Verification 16 Image Dehazing 16 Image Inpainting 16 Knowledge Graph Completion 16 Lane Detection 16 Long-tail Learning 16 Motion Synthesis 16 Object Localization 16 Paraphrase Generation 16 Prompt Engineering 16 RGB Salient Object Detection 16 Reinforcement Learning (RL) 16 Scene Recognition 16 Scene Text Detection 16 Speech Separation 16 Time Series Classification 16 Transfer Learning 16 Translation 16 Video Object Segmentation 16 Visual Navigation 16 3D Human Reconstruction 15 Active Learning 15 Computed Tomography (CT) 15 Cross-Lingual Transfer 15 Facial Landmark Detection 15 Gaze Estimation 15 Grammatical Error Correction 15 Hand Gesture Recognition 15 Image Enhancement 15 Learning with noisy labels 15 Multiple Object Tracking 15 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Pedestrian Detection 15 Topic Models 15 Video Super-Resolution 15 Within-Session ERP 15 Zero-shot Text Search 15 3D Action Recognition 14 Audio Source Separation 14 Change Detection 14 Contrastive Learning 14 Deblurring 14 Density Estimation 14 Dependency Parsing 14 Event Extraction 14 Gesture Recognition 14 Instruction Following 14 Joint Entity and Relation Extraction 14 Lesion Segmentation 14 License Plate Recognition 14 Multi-Document Summarization 14 Sarcasm Detection 14 Self-Driving Cars 14 Semantic Role Labeling 14 Semantic Similarity 14 Spoken Language Understanding 14 Text-To-SQL 14 Trajectory Forecasting 14 Transductive Zero-Shot Classification 14 Tumor Segmentation 14 Video Generation 14 Video Summarization 14 Word Sense Disambiguation 14 Zero-Shot Video Question Answer 14 regression 14 Clustering Algorithms Evaluation 13 Code Search 13 Emotion Recognition in Conversation 13 Image Quality Assessment 13 Intent Classification 13 Medical Image Classification 13 Multiple Instance Learning 13 Open Information Extraction 13 Open-Domain Dialog 13 Pose Tracking 13 Robot Navigation 13 Semi-Supervised Semantic Segmentation 13 Semi-Supervised Video Object Segmentation 13 Sentence Classification 13 Single-View 3D Reconstruction 13 Small Object Detection 13 Video Anomaly Detection 13 Video Frame Interpolation 13 3D Classification 12 3D Object Tracking 12 Activity Detection 12 COVID-19 Diagnosis 12 Community Detection 12 Dialogue State Tracking 12 Disentanglement 12 Human Detection 12 Image Registration 12 Imputation 12 Logical Reasoning 12 Named Entity Recognition 12 Saliency Detection 12 Semi-Supervised Image Classification 12 Sign Language Translation 12 Video Quality Assessment 12 Vision and Language Navigation 12 Weakly Supervised Object Detection 12 Weather Forecasting 12 2D Pose Estimation 11 3D Face Reconstruction 11 Chatbot 11 Code Completion 11 Conversational Response Selection 11 Depth Completion 11 Event-based vision 11 Hierarchical Multi-label Classification 11 Image Restoration 11 Keypoint Detection 11 Motion Forecasting 11 Multi-Label Text Classification 11 Multi-class Classification 11 Network Intrusion Detection 11 Physical Simulations 11 Real-Time Semantic Segmentation 11 Relational Reasoning 11 Speaker Verification 11 Stochastic Optimization 11 Surface Normals Estimation 11 motion prediction 11 Acoustic Scene Classification 10 Answer Selection 10 Audio Generation 10 Automatic Post-Editing 10 Boundary Detection 10 Citation Recommendation 10 Column Type Annotation 10 Continuous Control 10 Dimensionality Reduction 10 Entity Disambiguation 10 Entity Resolution 10 Entity Typing 10 Facial Attribute Classification 10 Fraud Detection 10 Graph Embedding 10 Head Pose Estimation 10 Image Compression 10 Image Manipulation 10 Mathematical Question Answering 10 Medical Visual Question Answering 10 Music Transcription 10 Nested Named Entity Recognition 10 Object Detection In Indoor Scenes 10 Outlier Detection 10 Referring Expression Segmentation 10 Sentence Embeddings 10 Sentiment Classification 10 Table annotation 10 Time Series 10 Time Series Prediction 10 Unsupervised Object Segmentation 10 Video Object Tracking 10 Virtual Try-on 10 9 3D Medical Imaging Segmentation 9 Abusive Language 9 Action Anticipation 9 Action Quality Assessment 9 Adversarial Attack 9 Adversarial Robustness 9 Audio Tagging 9 Conditional Image Generation 9 Conversational Question Answering 9 Cross-Lingual NER 9 Fact Checking 9 Federated Learning 9 Few-Shot Audio Classification 9 Generalizable Person Re-identification 9 Graph Learning 9 Graph Matching 9 Handwriting generation 9 Human Activity Recognition 9 Image Reconstruction 9 Indoor Localization 9 Key Information Extraction 9 License Plate Detection 9 Material Recognition 9 Multi-Label Image Classification 9 News Classification 9 Opinion Mining 9 Point Cloud Registration 9 Speaker Diarization 9 Time Series Anomaly Detection 9 Token Classification 9 Topic Classification 9 Unsupervised Person Re-Identification 9 Video Inpainting 9 Video Object Detection 9 Video Recognition 9 Video Segmentation 9 Visual Dialog 9 Within-Session Motor Imagery (left hand vs. right hand) 9 3D Depth Estimation 8 3D Object Recognition 8 3D Shape Reconstruction 8 Ad-hoc video search 8 Automated Theorem Proving 8 Bias Detection 8 Blind Super-Resolution 8 Breast Cancer Detection 8 Causal Inference 8 Change Point Detection 8 Chart Question Answering 8 Chinese Reading Comprehension 8 Click-Through Rate Prediction 8 Code Summarization 8 Code Translation 8 Color Image Denoising 8 Colorectal Polyps Characterization 8 Defect Detection 8 Dense Video Captioning 8 Dialogue Understanding 8 Discourse Parsing 8 Document Layout Analysis 8 ECG Classification 8 Edge Detection 8 Explanation Generation 8 Fine-Grained Image Recognition 8 Gait Recognition 8 General Classification 8 Generalized Zero-Shot Learning 8 Handwritten Text Recognition 8 Hyperspectral Image Classification 8 Incremental Learning 8 Knowledge Base Question Answering 8 Medical Image Registration 8 Multi-Label Learning 8 Multi-agent Reinforcement Learning 8 Object Detection In Aerial Images 8 Online Multi-Object Tracking 8 Person Identification 8 Person Search 8 Referring Expression Comprehension 8 Robust classification 8 Scene Generation 8 Scene Segmentation 8 Sound Event Localization and Detection 8 Temporal Tagging 8 Text-to-Video Generation 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 3D Human Shape Estimation 7 3D Multi-Object Tracking 7 3D Object Reconstruction 7 6D Pose Estimation using RGBD 7 Argument Mining 7 AutoML 7 Bayesian Inference 7 Camera Localization 7 Camouflaged Object Segmentation 7 Code Classification 7 Colorization 7 Data Integration 7 Dialogue Act Classification 7 Disaster Response 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Event Detection 7 Explainable artificial intelligence 7 Face Identification 7 Facial Emotion Recognition 7 Font Recognition 7 Heterogeneous Node Classification 7 Human Part Segmentation 7 Image Manipulation Localization 7 KG-to-Text Generation 7 Keyword Spotting 7 Monocular Visual Odometry 7 Motion Estimation 7 Multimodal Emotion Recognition 7 Multiple-choice 7 Multiview Detection 7 Offline RL 7 Out of Distribution (OOD) Detection 7 Passage Retrieval 7 Product Recommendation 7 Program Repair 7 Real-Time Object Detection 7 Remote Sensing Image Classification 7 Robust Object Detection 7 Shadow Removal 7 Single Image Dehazing 7 Skin Lesion Classification 7 Source Code Summarization 7 Stance Classification 7 Table Detection 7 Text Segmentation 7 Traffic Sign Recognition 7 Translation deu-eng 7 Translation eng-deu 7 Unsupervised Semantic Segmentation with Language-image Pre-training 7 Video Grounding 7 Video Semantic Segmentation 7 Visual Grounding 7 Within-Session SSVEP 7 Zero-Shot Transfer Image Classification 7 3D Absolute Human Pose Estimation 6 3D Face Animation 6 3D Object Classification 6 3D Part Segmentation 6 3D Point Cloud Classification 6 6D Pose Estimation using RGB 6 AMR Parsing 6 Abstractive Dialogue Summarization 6 Aesthetics Quality Assessment 6 Anomaly Detection In Surveillance Videos 6

English 10 Portuguese 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 Apurinã 0 Arabic 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 Bangala 0 Bangladeshi Sign Language 0 Banjar 0 Bashkir 0 Basque 0 Bavarian 0 Belarusian 0 Bemba (Zambia) 0 Bengali 0 Bhojpuri 0 Bishnupriya 0 Bislama 0 Bodo (India) 0 Bosnian 0 Breton 0 Buginese 0 Bulgarian 0 Burmese 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 Chinese 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 Croatian 0 Czech 0 Danish 0 Dhivehi 0 Dimli (individual language) 0 Dogri (individual language) 0 Dogri (macrolanguage) 0 Dutch 0 Dzongkha 0 Eastern Mari 0 Egyptian Arabic 0 Erzya 0 Esperanto 0 Estonian 0 Ewe 0 Extremaduran 0 Faroese 0 Fiji Hindi 0 Fijian 0 Filipino 0 Finnish 0 Fon 0 French 0 French Sign Language 0 Friulian 0 Fulah 0 Gagauz 0 Galician 0 Gan Chinese 0 Ganda 0 Geez 0 Georgian 0 German 0 German Sign Language 0 Gilaki 0 Goan Konkani 0 Gothic 0 Greek 0 Greek Sign Language 0 Guarani 0 Gujarati 0 Gulf Arabic 0 Haitian 0 Hakha Chin 0 Hakka Chinese 0 Halh Mongolian 0 Hausa 0 Hawaiian 0 Hebrew 0 Herero 0 Hindi 0 Hiri Motu 0 Hungarian 0 Icelandic 0 Ido 0 Igbo 0 Iloko 0 Indonesian 0 Interlingua (International Auxiliary Language Association) 0 Interlingue 0 Inuktitut 0 Inupiaq 0 Iranian Persian 0 Irish 0 Italian 0 Jamaican Creole English 0 Japanese 0 Javanese 0 Jejueo 0 Kabardian 0 Kabuverdianu 0 Kabyle 0 Kachin 0 Kalaallisut 0 Kalmyk 0 Kannada 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 Korean 0 Krio 0 Kuanyama 0 Kupang Malay 0 Kurdish 0 Kölsch 0 Ladino 0 Lak 0 Lao 0 Latgalian 0 Latin 0 Latvian 0 Lezghian 0 Ligurian 0 Limburgan 0 Lingala 0 Literary Chinese 0 Lithuanian 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 Multilingual 0 Mundurukú 0 Najdi Arabic 0 Narom 0 Nauru 0 Navajo 0 Naxi 0 Nayini 0 Ndonga 0 Neapolitan 0 Nepali (individual language) 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 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 Spanish 0 Old Turkish 0 Oriya (macrolanguage) 0 Oromo 0 Ossetian 0 Pali 0 Pampanga 0 Pangasinan 0 Papiamento 0 Pedi 0 Pennsylvania German 0 Persian 0 Pfaelzisch 0 Picard 0 Piemontese 0 Pitcairn-Norfolk 0 Plateau Malagasy 0 Polish 0 Pontic 0 Portuguse 0 Punjabi 0 Pushto 0 Quechua 0 Rajasthani 0 Romanian 0 Romansh 0 Rundi 0 Russia Buriat 0 Russian 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 Slovak 0 Slovenian 0 Soi 0 Somali 0 South Azerbaijani 0 South Levantine Arabic 0 Southern Pashto 0 Southern Sotho 0 Spanish 0 Sranan Tongo 0 Standard Arabic 0 Standard Latvian 0 Sundanese 0 Swahili 0 Swahili (macrolanguage) 0 Swati 0 Swedish 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 Tibetan 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 0 Turkish Sign Language 0 Turkmen 0 Tuvinian 0 Twi 0 Uab Meto 0 Udmurt 0 Uighur 0 Ukrainian 0 Upper Sorbian 0 Urdu 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