Graphs 14 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 Hyperspectral images 0 Images 0 Interactive 0 LiDAR 0 Lyrics 0 MRI 0 Medical 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 Tabular 0 Texts 0 Time series 0 Tracking 0 Videos 0 fMRI 0

Node Classification on Non-Homophilic (Heterophilic) Graphs × Question Answering 352 Semantic Segmentation 283 Object Detection 242 Image Classification 226 Language Modelling 146 Text Generation 134 Text Classification 132 Pose Estimation 111 Named Entity Recognition (NER) 110 Visual Question Answering (VQA) 102 Action Recognition 101 Reading Comprehension 96 Classification 91 Domain Adaptation 86 Sentiment Analysis 86 Text Summarization 85 Speech Recognition 84 Information Retrieval 81 Anomaly Detection 78 Natural Language Inference 76 Instance Segmentation 74 Machine Translation 74 Image Retrieval 71 Depth Estimation 70 Natural Language Understanding 68 Relation Extraction 68 Autonomous Driving 65 Image Generation 65 Data Augmentation 63 Image Captioning 61 Face Recognition 60 Link Prediction 58 Node Classification 57 Object Tracking 54 Person Re-Identification 54 3D Reconstruction 52 Common Sense Reasoning 52 Word Embeddings 52 Multi-Task Learning 51 Abstractive Text Summarization 48 2D Semantic Segmentation 47 3D Object Detection 46 Recommendation Systems 44 3D Human Pose Estimation 43 Coreference Resolution 43 2D Object Detection 42 Emotion Recognition 42 Scene Understanding 42 Temporal Action Localization 42 Knowledge Graphs 41 Machine Reading Comprehension 41 Optical Character Recognition (OCR) 41 Medical Image Segmentation 40 Semantic Parsing 40 Graph Classification 39 Image Super-Resolution 38 Video Understanding 38 Visual Reasoning 38 Zero-Shot Learning 38 Decision Making 37 Hate Speech Detection 37 Object Recognition 37 Self-Supervised Learning 36 Entity Linking 35 Face Detection 35 Few-Shot Learning 35 Action Detection 34 Unsupervised Domain Adaptation 34 Code Generation 33 Fine-Grained Image Classification 33 Misinformation 33 Optical Flow Estimation 32 Metric Learning 31 Dialogue Generation 30 Multi-Object Tracking 30 3D Pose Estimation 29 3D Semantic Segmentation 29 Action Classification 29 Document Summarization 29 Image-to-Image Translation 29 Trajectory Prediction 29 Video Captioning 29 Audio Classification 28 Continual Learning 28 Facial Expression Recognition (FER) 28 Skeleton Based Action Recognition 28 Video Retrieval 28 Activity Recognition 27 Autonomous Vehicles 27 Multi-Label Classification 27 Novel View Synthesis 27 Video Question Answering 27 Open-Domain Question Answering 26 Panoptic Segmentation 26 Stance Detection 26 Neural Architecture Search 25 Sequence-to-sequence Language Modeling 25 Token Classification 25 Visual Tracking 25 Domain Generalization 24 Fake News Detection 24 Monocular Depth Estimation 24 Out-of-Distribution Detection 24 Part-Of-Speech Tagging 24 Question Generation 24 Video Prediction 24 Music Information Retrieval 23 Drug Discovery 22 Emotion Classification 22 Face Verification 22 Few-Shot Image Classification 22 Hand Pose Estimation 22 Human-Object Interaction Detection 22 Music Generation 22 Scene Text Recognition 21 Visual Object Tracking 21 2D Human Pose Estimation 20 Data-to-Text Generation 20 Denoising 20 Fairness 20 Handwriting Recognition 20 Intent Detection 20 Object Counting 20 Relation Classification 20 Retrieval 20 Scene Classification 20 Visual Odometry 20 Automatic Speech Recognition (ASR) 19 Crowd Counting 19 Image Clustering 19 Meta-Learning 19 Slot Filling 19 Time Series Forecasting 19 Visual Localization 19 Age Estimation 18 Aspect-Based Sentiment Analysis (ABSA) 18 Graph Clustering 18 Imitation Learning 18 Paraphrase Identification 18 Semantic Textual Similarity 18 Sign Language Recognition 18 Simultaneous Localization and Mapping 18 Sound Event Detection 18 Speech Synthesis 18 Task-Oriented Dialogue Systems 18 Text Simplification 18 Unsupervised Anomaly Detection 18 Binarization 17 Cross-Modal Retrieval 17 Face Alignment 17 Image Denoising 17 Image Segmentation 17 Low-Light Image Enhancement 17 Motor Imagery Decoding (left-hand vs right-hand) 17 SMAC+ 17 Time Series Analysis 17 Word Sense Disambiguation 17 3D Hand Pose Estimation 16 Action Recognition In Videos 16 Animal Pose Estimation 16 Cell Segmentation 16 Image Dehazing 16 Image Inpainting 16 Knowledge Graph Completion 16 Paraphrase Generation 16 Quantization 16 RGB Salient Object Detection 16 Salient Object Detection 16 Speech Emotion Recognition 16 Style Transfer 16 Super-Resolution 16 Video Object Segmentation 16 Visual Navigation 16 Visual Place Recognition 16 Cross-Lingual Transfer 15 DeepFake Detection 15 Density Estimation 15 Long-tail Learning 15 Medical Diagnosis 15 NER 15 Object Localization 15 Robotic Grasping 15 Scene Recognition 15 Scene Text Detection 15 Speech Enhancement 15 Translation 15 Video Classification 15 6D Pose Estimation 14 Action Segmentation 14 Active Learning 14 Audio Source Separation 14 Computed Tomography (CT) 14 Event Extraction 14 Face Anti-Spoofing 14 Fact Verification 14 Gaze Estimation 14 Gesture Recognition 14 Grammatical Error Correction 14 Graph Regression 14 Image Enhancement 14 Lane Detection 14 Language Identification 14 Multiple Object Tracking 14 Speech Separation 14 Text-To-Speech Synthesis 14 Text-to-Image Generation 14 Zero-shot Text Search 14 3D Instance Segmentation 13 Clustering Algorithms Evaluation 13 Deblurring 13 Dependency Parsing 13 Facial Landmark Detection 13 Intent Classification 13 Multi-Document Summarization 13 Pedestrian Detection 13 Reinforcement Learning (RL) 13 Robot Navigation 13 Self-Driving Cars 13 Sentence Classification 13 Spoken Language Understanding 13 Stereo Matching 13 Video Generation 13 3D Action Recognition 12 Activity Detection 12 Disentanglement 12 Document Classification 12 Emotion Recognition in Conversation 12 Human Detection 12 Image Restoration 12 Learning with noisy labels 12 License Plate Recognition 12 Math Word Problem Solving 12 Multimodal Deep Learning 12 Node Clustering 12 Open Information Extraction 12 Sarcasm Detection 12 Semi-Supervised Image Classification 12 Semi-Supervised Video Object Segmentation 12 Stochastic Optimization 12 Transfer Learning 12 Weakly Supervised Object Detection 12 Weather Forecasting 12 3D Human Reconstruction 11 3D Object Tracking 11 COVID-19 Diagnosis 11 Change Detection 11 Contrastive Learning 11 Dialogue State Tracking 11 Entity Resolution 11 Generalized Zero-Shot Learning 11 Hand Gesture Recognition 11 Image Compression 11 Imputation 11 Lesion Segmentation 11 Motion Forecasting 11 Real-Time Semantic Segmentation 11 Relational Reasoning 11 Saliency Detection 11 Video Frame Interpolation 11 Video Quality Assessment 11 Video Super-Resolution 11 Vision and Language Navigation 11 motion prediction 11 Acoustic Scene Classification 10 Answer Selection 10 Automatic Post-Editing 10 Code Search 10 Conversational Response Selection 10 Depth Completion 10 Dimensionality Reduction 10 Entity Disambiguation 10 Entity Typing 10 Fact Checking 10 Federated Learning 10 Graph Embedding 10 Handwriting generation 10 Handwritten Text Recognition 10 Image Quality Assessment 10 Image Registration 10 Multi-Label Text Classification 10 Nested Named Entity Recognition 10 Object Detection In Indoor Scenes 10 Open-Domain Dialog 10 Referring Expression Segmentation 10 Semantic Role Labeling 10 Semi-Supervised Semantic Segmentation 10 Sentence Embeddings 10 Single-View 3D Reconstruction 10 Time Series Prediction 10 Traffic Prediction 10 Unsupervised Object Segmentation 10 Video Summarization 10 Visual Dialog 10 3D Classification 9 3D Face Reconstruction 9 Abusive Language 9 Adversarial Robustness 9 Citation Recommendation 9 Color Image Denoising 9 Column Type Annotation 9 Community Detection 9 Conditional Image Generation 9 Continuous Control 9 Dialogue Understanding 9 Document Layout Analysis 9 Edge Detection 9 Face Swapping 9 Facial Attribute Classification 9 Few-Shot Audio Classification 9 Font Recognition 9 Generalizable Person Re-identification 9 Hierarchical Multi-label Classification 9 Human Part Segmentation 9 Incremental Learning 9 Joint Entity and Relation Extraction 9 License Plate Detection 9 Logical Reasoning 9 Multi-class Classification 9 Named Entity Recognition 9 News Classification 9 Opinion Mining 9 Outlier Detection 9 Point Cloud Registration 9 Prompt Engineering 9 Semantic Similarity 9 Sign Language Translation 9 Surface Normals Estimation 9 Text-To-SQL 9 Time Series Classification 9 Trajectory Forecasting 9 Unsupervised Person Re-Identification 9 Video Inpainting 9 3D Object Recognition 8 3D Shape Reconstruction 8 Action Anticipation 8 Adversarial Attack 8 Automated Theorem Proving 8 Automatic Speech Recognition 8 Blind Super-Resolution 8 Boundary Detection 8 Causal Inference 8 Chatbot 8 Chinese Reading Comprehension 8 Colorectal Polyps Characterization 8 Defect Detection 8 Discourse Parsing 8 Entity Alignment 8 Explainable artificial intelligence 8 Explanation Generation 8 Fine-Grained Image Recognition 8 General Classification 8 Graph Learning 8 Graph Matching 8 Head Pose Estimation 8 Image/Document Clustering 8 Multi-Label Image Classification 8 Person Search 8 Real-Time Object Detection 8 Small Data Image Classification 8 Small Object Detection 8 Speaker Diarization 8 Table annotation 8 Temporal Tagging 8 Topic Models 8 Unsupervised Object Detection 8 Unsupervised Video Object Segmentation 8 Vehicle Re-Identification 8 Video Anomaly Detection 8 Video Segmentation 8 Virtual Try-on 8 3D Depth Estimation 7 3D Human Shape Estimation 7 3D Medical Imaging Segmentation 7 3D Multi-Object Tracking 7 Action Quality Assessment 7 Ad-hoc video search 7 Audio Generation 7 Audio Tagging 7 AutoML 7 Bayesian Inference 7 Code Summarization 7 Colorization 7 Conversational Question Answering 7 Dialogue Act Classification 7 Disaster Response 7 ECG Classification 7 Event Detection 7 Event-based vision 7 Extreme Summarization 7 Few-Shot Object Detection 7 Fraud Detection 7 Gait Recognition 7 General Reinforcement Learning 7 Homography Estimation 7 Human action generation 7 Hyperspectral Image Classification 7 Image Matting 7 Image-to-Text Retrieval 7 KG-to-Text Generation 7 Keyword Spotting 7 Knowledge Base Question Answering 7 Material Recognition 7 Molecular Property Prediction 7 Multi-agent Reinforcement Learning 7 Multimodal Activity Recognition 7 Network Intrusion Detection 7 Passage Retrieval 7 Pose Tracking 7 Program Repair 7 Single Image Dehazing 7 Source Code Summarization 7 Table Detection 7 Traffic Sign Recognition 7 Tumor Segmentation 7 Unsupervised Semantic Segmentation 7 Unsupervised Semantic Segmentation with Language-image Pre-training 7 Video Object Detection 7 Video Object Tracking 7 Video Semantic Segmentation 7 3D Absolute Human Pose Estimation 6 3D Object Classification 6 3D Point Cloud Classification 6 AMR Parsing 6 Abstractive Dialogue Summarization 6 Argument Mining 6 Atari Games 6 Bias Detection 6 Body Detection 6 Breast Cancer Detection 6 Change Point Detection 6 Chart Question Answering 6 Chinese Named Entity Recognition 6 Click-Through Rate Prediction 6 Code Classification 6 Code Completion 6 Code Translation 6 Community Question Answering 6 Compositional Zero-Shot Learning 6 Constituency Parsing 6 Cross-Lingual Question Answering 6 Data Integration 6 Dense Video Captioning 6 Dictionary Learning 6 Document Ranking 6 Driver Attention Monitoring 6 Dynamic Link Prediction 6 Electroencephalogram (EEG) 6 Environmental Sound Classification 6 Feature Engineering 6 Few-Shot Relation Classification 6 Food Recognition 6 Formation Energy 6 Gender Prediction 6 Genre classification 6 Goal-Oriented Dialog 6 Heart rate estimation 6 Human Interaction Recognition 6 Image Reconstruction 6 Keypoint Detection 6 Lesion Classification 6 Mathematical Reasoning 6 Medical Visual Question Answering 6 Motion Estimation 6 Motion Synthesis 6 Multi-Person Pose Estimation 6 Multimodal Emotion Recognition 6 Multiple Instance Learning 6 Multivariate Time Series Imputation 6 Music Transcription 6 Person Identification 6 Physical Simulations 6 Product Recommendation 6 Referring Expression Comprehension 6 Representation Learning 6 Robust Object Detection 6 Scene Segmentation 6 Shadow Removal 6 Skin Lesion Classification 6 Text Retrieval 6 Text Spotting 6 Video Instance Segmentation 6 Video-Based Person Re-Identification 6 Zero-Shot Transfer Image Classification 6 3D Object Reconstruction 5 3D Part Segmentation 5 6D Pose Estimation using RGB 5 6D Pose Estimation using RGBD 5 AMR-to-Text Generation 5 Adversarial Defense 5 Aesthetics Quality Assessment 5 Age And Gender Classification 5 Anomaly Detection In Surveillance Videos 5 Audio-Visual Speech Recognition 5 Autonomous Navigation 5 Band Gap 5 Binary Classification 5 Biomedical Information Retrieval 5 Class-agnostic Object Detection 5

English 14 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 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 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 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 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 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