Images 50 Medical 10 Biomedical 8 Videos 4 Hyperspectral images 3 Texts 3 Point cloud 2 Time series 2 3D 1 3d meshes 1 Cad 1 LiDAR 1 MRI 1 RGB-D 1 Speech 1 6D 0 Actions 0 Audio 0 Biology 0 Dialog 0 EEG 0 Environment 0 Financial 0 Graphs 0 Interactive 0 Lyrics 0 Midi 0 Music 0 PSG 0 Parallel 0 Physics 0 RGB Video 0 Ranking 0 Replay data 0 Stereo 0 Tables 0 Tabular 0 Tracking 0 fMRI 0

Semantic Segmentation × Question Answering 161 Text Classification 81 Text Generation 70 Language Modelling 66 Classification 65 Object Detection 62 Image Classification 57 Visual Question Answering (VQA) 56 Machine Translation 52 Named Entity Recognition (NER) 52 Text Summarization 47 Reading Comprehension 40 Information Retrieval 38 Sentiment Analysis 38 2D Semantic Segmentation 35 Natural Language Inference 34 Speech Recognition 34 Natural Language Understanding 33 Relation Extraction 33 2D Object Detection 32 Node Classification 32 Anomaly Detection 31 Common Sense Reasoning 29 Abstractive Text Summarization 26 Instance Segmentation 26 Domain Adaptation 24 Coreference Resolution 23 Entity Linking 23 Image Captioning 23 Misinformation 23 Code Generation 22 Hate Speech Detection 21 Image Retrieval 21 Action Recognition 19 Multi-Object Tracking 18 Object Tracking 18 Stance Detection 18 Visual Reasoning 18 Word Embeddings 18 Emotion Recognition 17 Link Prediction 17 Pose Estimation 17 Data Augmentation 16 Machine Reading Comprehension 16 Medical Image Segmentation 16 Open-Domain Question Answering 16 Recommendation Systems 16 Document Summarization 15 Math Word Problem Solving 15 Multi-Task Learning 15 Relation Classification 15 Semantic Parsing 15 Video Question Answering 15 3D Object Detection 14 Dialogue Generation 14 Emotion Classification 14 Fake News Detection 14 Node Classification on Non-Homophilic (Heterophilic) Graphs 14 Optical Character Recognition (OCR) 14 Time Series Forecasting 14 Data-to-Text Generation 13 Image Generation 13 Retrieval 13 Scene Text Recognition 13 Depth Estimation 12 Knowledge Graphs 12 Medical Diagnosis 12 NER 12 Paraphrase Generation 12 Paraphrase Identification 12 Part-Of-Speech Tagging 12 Token Classification 12 Video Captioning 12 Few-Shot Learning 11 Image Segmentation 11 Sequence-to-sequence Language Modeling 11 Aspect-Based Sentiment Analysis (ABSA) 10 Emotion Recognition in Conversation 10 Joint Entity and Relation Extraction 10 Mathematical Reasoning 10 Sarcasm Detection 10 Spoken Language Understanding 10 Text Simplification 10 Text-to-Image Generation 10 Video Retrieval 10 Visual Question Answering 10 3D Reconstruction 9 3D Semantic Segmentation 9 Audio Classification 9 Automatic Post-Editing 9 Binary Classification 9 Cross-Lingual Transfer 9 License Plate Detection 9 Multimodal Deep Learning 9 Object Localization 9 Question Generation 9 Self-Supervised Learning 9 Slot Filling 9 Speech Enhancement 9 Time Series Analysis 9 Translation 9 Zero-shot Text Search 9 2D Human Pose Estimation 8 3D Classification 8 Continual Learning 8 Cross-Modal Retrieval 8 Dialogue State Tracking 8 Document Classification 8 Entity Typing 8 Explanation Generation 8 Face Recognition 8 Fact Verification 8 License Plate Recognition 8 Multi-Label Classification 8 Object Counting 8 Object Recognition 8 Panoptic Segmentation 8 Scene Text Detection 8 Semantic Textual Similarity 8 Speech Separation 8 Task-Oriented Dialogue Systems 8 Topic Models 8 Video Understanding 8 Zero-Shot Learning 8 3D Human Pose Estimation 7 Action Detection 7 Ad-hoc video search 7 Automatic Speech Recognition (ASR) 7 Autonomous Driving 7 Decision Making 7 Dialogue Understanding 7 Entity Resolution 7 Explainable artificial intelligence 7 Fine-Grained Image Classification 7 Fraud Detection 7 Graph Regression 7 Human Activity Recognition 7 Intent Detection 7 Low-Light Image Enhancement 7 Multi-Document Summarization 7 Multiple-choice 7 Passage Retrieval 7 Sentence Classification 7 Sentence Embeddings 7 Speech Emotion Recognition 7 Trajectory Prediction 7 Transfer Learning 7 Video Grounding 7 3D Action Recognition 6 3D Depth Estimation 6 3D Object Tracking 6 3D Pose Estimation 6 AMR Parsing 6 Activity Recognition 6 Age Estimation 6 Change Detection 6 Citation Recommendation 6 Code Search 6 Conversational Response Selection 6 Depth Completion 6 Dialogue Act Classification 6 ECG Classification 6 Event Extraction 6 Image-to-Text Retrieval 6 Knowledge Base Question Answering 6 Knowledge Graph Completion 6 Medical Visual Question Answering 6 Motion Synthesis 6 Nested Named Entity Recognition 6 Node Clustering 6 Novel View Synthesis 6 Opinion Mining 6 Person Re-Identification 6 Referring Expression Segmentation 6 Remote Sensing Image Classification 6 Robust Object Detection 6 Satellite Image Classification 6 Seizure Detection 6 Semantic Role Labeling 6 Sentiment Classification 6 Small Object Detection 6 Stance Classification 6 Unsupervised Domain Adaptation 6 Visual Dialog 6 Visual Object Tracking 6 Word Sense Disambiguation 6 3D Medical Imaging Segmentation 5 6D Pose Estimation 5 AMR-to-Text Generation 5 Abusive Language 5 Action Segmentation 5 Bias Detection 5 Cell Segmentation 5 Chart Question Answering 5 Chinese Reading Comprehension 5 Code Completion 5 Colorectal Polyps Characterization 5 Conversational Question Answering 5 Cross-Lingual NER 5 Dependency Parsing 5 Dialogue Evaluation 5 Discourse Parsing 5 Extractive Text Summarization 5 Face Detection 5 Face Verification 5 Fact Checking 5 Fairness 5 Font Recognition 5 Gender Bias Detection 5 Gesture Generation 5 Goal-Oriented Dialog 5 Graph Classification 5 Image-to-Image Translation 5 Language Identification 5 Material Recognition 5 Mathematical Question Answering 5 Meeting Summarization 5 Multi-Label Learning 5 Multi-Label Text Classification 5 Multi-class Classification 5 Multimodal Sentiment Analysis 5 Network Intrusion Detection 5 News Recommendation 5 Open-Domain Dialog 5 Physical Simulations 5 Real-Time Object Detection 5 Real-Time Semantic Segmentation 5 Reinforcement Learning (RL) 5 Response Generation 5 Simultaneous Localization and Mapping 5 Speech Synthesis 5 Story Generation 5 Table-to-Text Generation 5 Text Retrieval 5 Text-To-SQL 5 Text-To-Speech Synthesis 5 Time Series 5 Time Series Classification 5 Time Series Regression 5 Toxic Comment Classification 5 Twitter Sentiment Analysis 5 Video Quality Assessment 5 Vision and Language Navigation 5 Vision-Language Navigation 5 Visual Odometry 5 imbalanced classification 5 3D Object Classification 4 3D Object Reconstruction 4 Abstractive Dialogue Summarization 4 Action Classification 4 Action Triplet Recognition 4 Answer Selection 4 Argument Mining 4 Aspect Category Detection 4 Audio Source Separation 4 Automated Theorem Proving 4 Automatic Speech Recognition 4 Biomedical Information Retrieval 4 Camouflaged Object Segmentation 4 Causal Inference 4 Change Point Detection 4 Citation Intent Classification 4 Click-Through Rate Prediction 4 Code Classification 4 Code Translation 4 Composed Image Retrieval (CoIR) 4 Data Integration 4 Discourse Segmentation 4 Entity Disambiguation 4 Extreme Summarization 4 Facial Emotion Recognition 4 Facial Expression Recognition (FER) 4 Few-Shot Image Classification 4 Few-Shot Relation Classification 4 Few-shot NER 4 Fine-Grained Image Recognition 4 General Classification 4 Generative Question Answering 4 Graph Learning 4 Graph Mining 4 Handwriting Verification 4 Human-Object Interaction Detection 4 Image Denoising 4 Image Registration 4 Image-based Automatic Meter Reading 4 Intent Classification 4 KG-to-Text Generation 4 Key Information Extraction 4 Keyword Spotting 4 Logical Reasoning 4 Long-tail Learning 4 Low Resource Named Entity Recognition 4 Low-Resource Neural Machine Translation 4 Meter Reading 4 Metric Learning 4 Moment Retrieval 4 Mortality Prediction 4 Multi-Label Image Classification 4 Multi-agent Reinforcement Learning 4 Multi-task Language Understanding 4 Multimodal Reasoning 4 Multiple Object Tracking 4 Multivariate Time Series Forecasting 4 Multiview Detection 4 Named Entity Recognition 4 Natural Questions 4 Nested Mention Recognition 4 News Classification 4 Online Multi-Object Tracking 4 Open Information Extraction 4 Open Intent Discovery 4 Outlier Detection 4 Paper generation 4 Photoplethysmography (PPG) heart rate estimation 4 Quantization 4 Reading Comprehension (Few-Shot) 4 Reading Comprehension (One-Shot) 4 Reading Comprehension (Zero-Shot) 4 Referring Expression Comprehension 4 Representation Learning 4 Robotic Grasping 4 Scene Understanding 4 Scientific Results Extraction 4 Segmentation 4 Semantic Similarity 4 Spectral Reconstruction 4 Speech Dereverberation 4 Stereo Disparity Estimation 4 Stereo Matching 4 Super-Resolution 4 Surface Normals Estimation 4 Surgical tool detection 4 Table annotation 4 Temporal Action Localization 4 Text-to-Code Generation 4 Text-to-Video Generation 4 Topic Classification 4 Trajectory Forecasting 4 Trajectory Planning 4 Univariate Time Series Forecasting 4 Unsupervised Anomaly Detection 4 Video Classification 4 Video Emotion Recognition 4 Video Object Tracking 4 Visual Commonsense Reasoning 4 Voice Anti-spoofing 4 Weakly-Supervised Named Entity Recognition 4 Zero-Shot Composed Image Retrieval (ZS-CIR) 4 Zero-Shot Video Question Answer 4 Zero-Shot Video Retrieval 4 regression 4 3 3D Anomaly Detection 3 3D Hand Pose Estimation 3 3D Lane Detection 3 3D Multi-Object Tracking 3 3D Object Detection From Stereo Images 3 3D Object Recognition 3 3D Shape Reconstruction 3 Age And Gender Classification 3 Anomaly Detection In Surveillance Videos 3 Argument Retrieval 3 Aspect Category Polarity 3 Aspect Extraction 3 Aspect Term Extraction and Sentiment Classification 3 Aspect-Category-Opinion-Sentiment Quadruple Extraction 3 Atrial Fibrillation Detection 3 Audio to Text Retrieval 3 Audio-Visual Synchronization 3 Benchmarking 3 Blocking 3 COVID-19 Diagnosis 3 Chatbot 3 Chinese Named Entity Recognition 3 Code Repair 3 Compositional Zero-Shot Learning 3 Conditional Image Generation 3 ContextNER 3 Continual Pretraining 3 Continuous Control 3 Contrastive Learning 3 Cross Document Coreference Resolution 3 Cross-Lingual Abstractive Summarization 3 Cross-Lingual Question Answering 3 Deblurring 3 DeepFake Detection 3 Definition Extraction 3 Dense Video Captioning 3 Distant Speech Recognition 3 Document Layout Analysis 3 Document Ranking 3 Drone Pose Estimation 3 Dynamic Link Prediction 3 ECG Patient Identification 3 ECG Patient Identification (gallery-probe) 3 Entity Alignment 3 Entity Retrieval 3 Event Coreference Resolution 3 Facial Landmark Detection 3 Fault Detection 3 Few-Shot Object Detection 3 Formal Logic 3 Graph Embedding 3 Graph Matching 3 Handwriting Recognition 3 Heart rate estimation 3 Image Clustering 3 Image Super-Resolution 3 Indoor Localization 3 Instruction Following 3 Interpretable Machine Learning 3 Key Point Matching 3 Keypoint Detection 3 Knowledge Graph Embeddings 3 Knowledge Probing 3 Lane Detection 3 Language Acquisition 3 Long-range modeling 3 Medical Code Prediction 3 Medical Concept Normalization 3 Medical Image Registration 3 Medical X-Ray Image Segmentation 3 Multi-Domain Recommender Systems 3 Multilingual NLP 3 Multimodal Intent Recognition 3 Multiple Choice Question Answering (MCQA) 3 Music Generation 3 Music Information Retrieval 3 Natural Language Visual Grounding 3 Negation Detection 3 Network Embedding 3 Occlusion Handling 3 Open Intent Detection 3 Out-of-Distribution Detection 3 Pedestrian Attribute Recognition 3 Pedestrian Detection 3 Photoplethysmography (PPG) 3 Photoplethysmography (PPG) beat detection 3 Phrase Grounding 3 Point Cloud Registration 3 Probing Language Models 3 Program Synthesis 3 Recognizing Emotion Cause in Conversations 3 Referring Expression 3 Relational Reasoning 3 Remaining Useful Lifetime Estimation 3 Review Generation 3 Robot Navigation 3 Robust 3D Semantic Segmentation 3 Robust Speech Recognition 3 Robust classification 3 Salient Object Detection 3 Scene Graph Generation 3 Scientific Document Summarization 3 Self-Driving Cars 3 Semi Supervised Learning for Image Captioning 3 Semi-Supervised Image Classification 3 Sequential Recommendation 3 Single-View 3D Reconstruction 3 Spatial Relation Recognition 3 Speaker Diarization 3 Speaker Identification 3 Speech Denoising 3 Speech Extraction 3 Speech-to-Speech Translation 3 Spindle Detection 3 Stereo Depth Estimation 3 Stochastic Optimization 3 Systematic Generalization 3 Table Detection 3 Table Recognition 3 Temporal Relation Classification 3 Term Extraction 3 Text to Audio Retrieval 3 Text to Video Retrieval 3 The Semantic Segmentation Of Remote Sensing Imagery 3 Time Series Prediction 3 Trajectory Clustering 3 Trajectory Modeling 3 Translation deu-eng 3 Translation eng-deu 3 Transparent Object Depth Estimation 3 Unsupervised Object Detection 3 Unsupervised Pre-training 3 Unsupervised Text Classification 3 Vehicle Re-Identification 3 Video Anomaly Detection 3 Video Polyp Segmentation 3 Video Recognition 3 Video Summarization 3 Video-Text Retrieval 3 Visual Navigation 3 Visual Tracking 3 Weather Forecasting 3 Word Alignment 3 Word Translation 3 Zero-Shot Cross-Modal Retrieval 3 text-based games 3

English × Chinese 7 French 1 German 1 Mandarin Chinese 1 Abkhazian 0 Achinese 0 Adyghe 0 Afar 0 Afrikaans 0 Akan 0 Akkadian 0 Akuntsu 0 Albanian 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 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 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 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 Malagasy 0 Malay (individual language) 0 Malay (macrolanguage) 0 Malayalam 0 Maltese 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 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 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 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 Tupinambá 0 Turkish 0 Turkish Sign Language 0 Turkmen 0 Tuvinian 0 Twi 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