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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 333 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Unconditional Layout GenerationRicocomputer vision55Feb 26, 2026
3D ReconstructionDTU3d vision geometry55May 27, 2026
Video Anomaly DetectionUBnormal (test)computer vision55Jul 2, 2026
Relation ExtractionSemEval (test)nlp55Jun 23, 2026
Homography estimationHPatchescomputer vision3d vision geometry55Apr 14, 2026
Hyper-relational extractionHyperRED (test)nlp55Feb 26, 2026
3D Keypoint DetectionRedwood3d vision geometrycomputer vision55Feb 26, 2026
Few-shot segmentationCOCO 20^i (val)computer vision55Feb 26, 2026
3D Object DetectionSTF heavy snowfall (test)3d vision geometrycomputer vision55Feb 26, 2026
Super-ResolutionManga109 x3computer vision55May 19, 2026
Text-to-Video RetrievalMSR-VTT (9K)multimodalretrieval search rag55Feb 26, 2026
3D Question AnsweringScanQA w/ objects (test)3d vision geometrynlp55Feb 26, 2026
Person Re-identificationAverage (CUHK03-NP, Market-1501, MSMT17)computer visionPerson Re-identification on Average (CUHK03-NP, Market-1501, MSMT17) performance trend55Feb 26, 2026
3D Visual GroundingScanRefer Overall3d vision geometrycomputer vision55Jun 9, 2026
Open-domain Question AnsweringWebQuestions (WebQ) (test)nlpretrieval search rag55Feb 26, 2026
Speech-to-speech translationFisher Spanish-English (test)speech audionlp55Feb 26, 2026
Anomaly DetectionAvenuetabular time series55Feb 26, 2026
Speech EnhancementVoiceBank-DEMANDspeech audioSpeech Enhancement on VoiceBank-DEMAND performance trend55Jun 19, 2026
Semantic Entity RecognitionCORDnlp55Feb 26, 2026
Image ClassificationCIFAR10computer vision55Feb 26, 2026
Video DeblurringGOPRO (test)computer vision55Feb 26, 2026
Image CaptioningFlickr30kmultimodalcomputer vision+155Feb 26, 2026
Image CaptioningCOCO Captionmultimodalcomputer vision+155Feb 26, 2026
Image DenoisingBSD68 sigma=25computer vision55May 19, 2026
Video RetrievalUCF101 (test)computer vision55Feb 26, 2026