Tabular 4 Medical 3 Texts 3 Videos 3 Images 2 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 Tables 0 Time series 0 Tracking 0 fMRI 0

Multiple Instance Learning × Question Answering 374 Semantic Segmentation 327 Object Detection 283 Image Classification 256 Language Modelling 163 Classification 162 Text Classification 146 Text Generation 139 Named Entity Recognition (NER) 127 Visual Question Answering (VQA) 125 Pose Estimation 119 Anomaly Detection 113 Action Recognition 110 Sentiment Analysis 97 Reading Comprehension 95 Instance Segmentation 94 Domain Adaptation 92 Text Summarization 91 Speech Recognition 88 Information Retrieval 87 Image Retrieval 80 Machine Translation 80 Natural Language Inference 80 Relation Extraction 77 Depth Estimation 73 Node Classification 72 Image Captioning 71 Image Generation 71 2D Object Detection 70 Natural Language Understanding 70 2D Semantic Segmentation 67 Autonomous Driving 66 Link Prediction 66 Face Recognition 65 Data Augmentation 63 Object Tracking 62 Person Re-Identification 61 3D Object Detection 59 Multi-Task Learning 58 3D Reconstruction 57 Recommendation Systems 57 Common Sense Reasoning 54 Code Generation 53 Word Embeddings 52 Graph Classification 51 Abstractive Text Summarization 50 3D Human Pose Estimation 49 Emotion Recognition 48 Video Understanding 47 Medical Image Segmentation 46 Coreference Resolution 45 Few-Shot Learning 45 Optical Character Recognition (OCR) 45 Knowledge Graphs 44 Semantic Parsing 44 Hate Speech Detection 43 Machine Reading Comprehension 43 Scene Understanding 43 Zero-Shot Learning 43 Entity Linking 42 Object Recognition 42 Self-Supervised Learning 42 Temporal Action Localization 42 Visual Reasoning 42 Image Clustering 41 Image Super-Resolution 41 Misinformation 40 Face Detection 39 Audio Classification 38 Decision Making 38 Fine-Grained Image Classification 37 Multi-Object Tracking 37 3D Semantic Segmentation 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 Image Segmentation 33 Stance Detection 33 Continual Learning 32 Dialogue Generation 32 Monocular Depth Estimation 32 Retrieval 32 Time Series Forecasting 32 Unsupervised Domain Adaptation 32 Video Retrieval 32 Metric Learning 31 Action Classification 30 Activity Recognition 30 Skeleton Based Action Recognition 30 Text Retrieval 30 Automatic Speech Recognition (ASR) 29 Facial Expression Recognition (FER) 29 Fake News Detection 29 Image-to-Image Translation 29 Multi-Label Classification 29 Music Generation 29 Document Summarization 28 Scene Text Recognition 28 Autonomous Vehicles 27 Domain Generalization 27 Neural Architecture Search 27 Visual Object Tracking 27 Visual Tracking 27 Open-Domain Question Answering 26 Part-Of-Speech Tagging 26 Visual Question Answering 26 Drug Discovery 25 Emotion Classification 25 Object Counting 25 Visual Odometry 25 Data-to-Text Generation 24 Face Verification 24 NER 24 Sign Language Recognition 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 Out-of-Distribution Detection 23 Slot Filling 23 DeepFake Detection 22 Hand Pose Estimation 22 Human-Object Interaction Detection 22 Low-Light Image Enhancement 22 Question Generation 22 Relation Classification 22 Scene Classification 22 Visual Localization 22 Visual Place Recognition 22 Cross-Modal Retrieval 21 Crowd Counting 21 Denoising 21 Fairness 21 Handwriting Recognition 21 Intent Detection 21 Speech Synthesis 21 6D Pose Estimation 20 Image Manipulation Detection 20 Molecular Property Prediction 20 Multimodal Deep Learning 20 Robotic Grasping 20 Segmentation 20 Simultaneous Localization and Mapping 20 Speech Emotion Recognition 20 Style Transfer 20 Super-Resolution 20 3D Hand Pose Estimation 19 Age Estimation 19 Aspect-Based Sentiment Analysis (ABSA) 19 Cell Segmentation 19 Image Denoising 19 Math Word Problem Solving 19 Sound Event Detection 19 Speech Enhancement 19 Stereo Matching 19 Task-Oriented Dialogue Systems 19 Text Simplification 19 Text-to-Image Generation 19 Traffic Prediction 19 Video Classification 19 Graph Regression 18 Imitation Learning 18 Language Identification 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 Beat Tracking 17 Binarization 17 Graph Clustering 17 Lane Detection 17 Motion Synthesis 17 Motor Imagery Decoding (left-hand vs right-hand) 17 Paraphrase Identification 17 Reinforcement Learning (RL) 17 SMAC+ 17 Salient Object Detection 17 Text-To-Speech Synthesis 17 Topic Models 17 Translation 17 3D Instance Segmentation 16 Document Classification 16 Face Alignment 16 Face Anti-Spoofing 16 Fact Verification 16 Image Inpainting 16 Knowledge Graph Completion 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 Scene Text Detection 16 Speech Separation 16 Time Series Classification 16 Transfer Learning 16 Video Object Segmentation 16 Visual Navigation 16 3D Human Reconstruction 15 Active Learning 15 Automatic Speech Recognition 15 Change Detection 15 Computed Tomography (CT) 15 Cross-Lingual Transfer 15 Deblurring 15 Facial Landmark Detection 15 Gaze Estimation 15 Grammatical Error Correction 15 Hand Gesture Recognition 15 Image Dehazing 15 Image Enhancement 15 Learning with noisy labels 15 Logical Reasoning 15 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Node Clustering 15 Pedestrian Detection 15 Video Super-Resolution 15 Weather Forecasting 15 Within-Session ERP 15 Zero-shot Text Search 15 3D Action Recognition 14 Audio Source Separation 14 Code Search 14 Contrastive Learning 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 Open Information Extraction 14 Sarcasm Detection 14 Self-Driving Cars 14 Semantic Role Labeling 14 Semantic Similarity 14 Sign Language Translation 14 Spoken Language Understanding 14 Text-To-SQL 14 Trajectory Forecasting 14 Transductive Zero-Shot Classification 14 Tumor Segmentation 14 Video Anomaly Detection 14 Video Generation 14 Video Summarization 14 Word Sense Disambiguation 14 Zero-Shot Video Question Answer 14 regression 14 3D Object Tracking 13 Clustering Algorithms Evaluation 13 Density Estimation 13 Emotion Recognition in Conversation 13 Handwritten Text Recognition 13 Image Quality Assessment 13 Keypoint Detection 13 Medical Image Classification 13 Named Entity Recognition 13 Open-Domain Dialog 13 Pose Tracking 13 Robot Navigation 13 Saliency Detection 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 Frame Interpolation 13 3D Classification 12 Activity Detection 12 Binary Classification 12 COVID-19 Diagnosis 12 Code Completion 12 Community Detection 12 Dialogue State Tracking 12 Downbeat Tracking 12 Human Detection 12 Image Registration 12 Imputation 12 Intent Classification 12 Semi-Supervised Image Classification 12 UIE 12 Video Quality Assessment 12 Vision and Language Navigation 12 Weakly Supervised Object Detection 12 2D Pose Estimation 11 3D Face Reconstruction 11 Chatbot 11 Conversational Response Selection 11 Depth Completion 11 Event-based vision 11 Hierarchical Multi-label Classification 11 Image Restoration 11 Medical Visual Question Answering 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 Adversarial Robustness 10 Answer Selection 10 Audio Generation 10 Automatic Post-Editing 10 Boundary Detection 10 Citation Recommendation 10 Column Type Annotation 10 Continuous Control 10 Discourse Parsing 10 Disentanglement 10 Entity Disambiguation 10 Entity Typing 10 Facial Attribute Classification 10 Fine-Grained Image Recognition 10 Fraud Detection 10 Graph Embedding 10 Head Pose Estimation 10 Image Compression 10 Image Manipulation 10 Mathematical 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 Token Classification 10 Unsupervised Object Segmentation 10 Video Object Tracking 10 Virtual Try-on 10 9 3D Depth Estimation 9 3D Medical Imaging Segmentation 9 Abusive Language 9 Action Anticipation 9 Action Quality Assessment 9 Adversarial Attack 9 Audio Tagging 9 Bias Detection 9 Conditional Image Generation 9 Conversational Question Answering 9 Cross-Lingual NER 9 Dimensionality Reduction 9 Entity Resolution 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 Multiview Detection 9 News Classification 9 Opinion Mining 9 Point Cloud Registration 9 Referring Expression Comprehension 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 Object Detection 9 Video Recognition 9 Video Segmentation 9 Visual Dialog 9 Within-Session Motor Imagery (left hand vs. right hand) 9 3D Object Recognition 8 3D Shape Reconstruction 8 6D Pose Estimation using RGBD 8 Ad-hoc video search 8 Automated Theorem Proving 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 Classification 8 Code Summarization 8 Code Translation 8 Color Image Denoising 8 Colorectal Polyps Characterization 8 Defect Detection 8 Dense Video Captioning 8 ECG Classification 8 Edge Detection 8 Explanation Generation 8 Gait Recognition 8 General Classification 8 Generalized Zero-Shot Learning 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 Robust classification 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 Argument Mining 7 AutoML 7 Bayesian Inference 7 Camera Localization 7 Camouflaged Object Segmentation 7 Colorization 7 Data Integration 7 Dialogue Understanding 7 Document Layout Analysis 7 Dynamic Link Prediction 7 Electroencephalogram (EEG) 7 Event Detection 7 Face Identification 7 Face Swapping 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 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 Saliency Prediction 7 Shadow Removal 7 Skin Lesion Classification 7 Source Code Summarization 7 Stance Classification 7 Table Detection 7 Text Segmentation 7 Time Series Regression 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 Abstractive Dialogue Summarization 6

English 2 Chinese 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 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 Portuguese 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