Browse State-of-the-Art Models and ResearchComputer VisionSemantic Segmentation 350 benchmarks6383 papers with codeObject Detection 401 benchmarks4516 papers with codeImage Classification 493 benchmarks4498 papers with codeRepresentation Learning 16 benchmarks4479 papers with codeContrastive Learning 4 benchmarks2917 papers with codeSee all 1952 tasksNatural Language ProcessingLanguage Modelling 85 benchmarks6544 papers with codeLanguage Modeling5161 papers with codeDecoder4202 papers with codeReinforcement Learning 1 benchmarks4003 papers with codeQuestion Answering 256 benchmarks3855 papers with codeSee all 844 tasksMedicalMedical Image Segmentation 138 benchmarks1016 papers with codeEEG545 papers with codeDrug Discovery 32 benchmarks524 papers with codeMedical Image Analysis 1 benchmarks500 papers with codeText-to-Image Generation 16 benchmarks463 papers with codeSee all 332 tasksMiscellaneousTransfer Learning 21 benchmarks3362 papers with codeDiversity3002 papers with codeBIG-bench Machine Learning 2 benchmarks2353 papers with codeBenchmarking 2 benchmarks2307 papers with codeRecommendation Systems 91 benchmarks1864 papers with codeSee all 296 tasksMethodologyRetrieval 25 benchmarks4916 papers with codeObject Detection 401 benchmarks4516 papers with codeRepresentation Learning 16 benchmarks4479 papers with codeReinforcement Learning (RL) 6 benchmarks4454 papers with codeGeneral Classification 11 benchmarks3943 papers with codeSee all 251 tasksTime SeriesDecoder4202 papers with codePrediction 2 benchmarks2692 papers with codeTime Series Analysis 154 benchmarks1986 papers with codePose Estimation 216 benchmarks1597 papers with codeComputational Efficiency 1 benchmarks1418 papers with codeSee all 139 tasksGraphsDenoising 155 benchmarks2610 papers with codeGraph Neural Network 1 benchmarks1460 papers with codeNode Classification 152 benchmarks945 papers with codeLink Prediction 94 benchmarks940 papers with codeImage Super-Resolution 84 benchmarks751 papers with codeSee all 123 tasksAudioSpeech Synthesis 18 benchmarks345 papers with codeAudio Classification 28 benchmarks175 papers with codeMusic Generation 1 benchmarks173 papers with codeVoice Conversion 3 benchmarks168 papers with codeLanguage Identification 7 benchmarks139 papers with codeSee all 100 tasksSpeechSpeech Recognition 200 benchmarks1318 papers with codeAutomatic Speech Recognition (ASR) 14 benchmarks593 papers with codeSpeech Synthesis 18 benchmarks345 papers with codeSpeech Enhancement 25 benchmarks271 papers with codeDialogue Generation 14 benchmarks257 papers with codeSee all 99 tasksReasoningDecision Making 1 benchmarks2778 papers with codeStyle Transfer 3 benchmarks741 papers with codeNavigate597 papers with codeCommon Sense Reasoning 37 benchmarks312 papers with codeVisual Reasoning 19 benchmarks295 papers with codeSee all 86 tasksComputer CodeSemantic Segmentation 350 benchmarks6383 papers with codeReinforcement Learning (RL) 6 benchmarks4454 papers with codeDeep Learning2606 papers with codeCode Generation 35 benchmarks607 papers with codeNMT520 papers with codeSee all 82 tasksRobotsSemantic Segmentation 350 benchmarks6383 papers with codeBenchmarking 2 benchmarks2307 papers with codeMotion Planning 1 benchmarks234 papers with codeDeepFake Detection 12 benchmarks214 papers with codeRobot Navigation 5 benchmarks155 papers with codeSee all 72 tasksAdversarialObject3869 papers with codeAdversarial Robustness 7 benchmarks752 papers with codeAdversarial Attack 3 benchmarks706 papers with codeOpen-Domain Question Answering 15 benchmarks230 papers with codeAdversarial Defense 12 benchmarks207 papers with codeSee all 70 tasksKnowledge BaseKnowledge Graphs 61 benchmarks1209 papers with codeCausal Inference 3 benchmarks546 papers with codeText-to-Image Generation 16 benchmarks463 papers with codeCausal Discovery281 papers with codeExplainable Artificial Intelligence (XAI) 1 benchmarks279 papers with codeSee all 68 tasksPlaying GamesSentence3754 papers with codeImage Super-Resolution 84 benchmarks751 papers with codeContinuous Control 76 benchmarks483 papers with codeAtari Games 65 benchmarks305 papers with codeOffline RL 2 benchmarks291 papers with codeSee all 67 tasksMusicFace Swapping 3 benchmarks307 papers with codeDeepFake Detection 12 benchmarks214 papers with codeMusic Generation 1 benchmarks173 papers with codeVoice Conversion 3 benchmarks168 papers with codeMusic Information Retrieval119 papers with codeSee all 46 tasks
