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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 914 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Human Activity RecognitionMotionSensecomputer vision29May 20, 2026
Vision-Language NavigationR2R 1 (test unseen)robotics embodied aimultimodal29May 27, 2026
Multimodal UnderstandingLLaVAWmultimodal29Jun 30, 2026
Multi-view people detectionMultiviewXcomputer vision29Mar 26, 2026
Code GenerationMBPP-S (test)code developer ai29Feb 26, 2026
ForecastingWindtabular time series29Apr 21, 2026
Multivariate long-term forecastingETTm1 (Avg)tabular time series29Jun 1, 2026
Motion DeblurringGoPro synthetic (test)computer vision29May 5, 2026
Abdominal Multi-organ SegmentationSynapsebio medicalcomputer vision29Mar 16, 2026
Knowledge Graph CompletionUMLSgraph29Jun 5, 2026
Depth EstimationKITTI improved dense ground truth3d vision geometry29Feb 26, 2026
Question AnsweringECQA, QASC, OBQA, ARCnlp29Feb 26, 2026
Pose estimationKITTI-360computer vision29Apr 1, 2026
Machine TranslationWMT De-En 22 (test)nlp29Feb 26, 2026
Multimodal Entity LinkingWikiDiverse (test)multimodalnlp29Jun 11, 2026
Image Retrieval from Contextual DescriptionsIMAGECODE All (test)computer visionretrieval search rag29Feb 26, 2026
Reinforcement LearningCartPolerobotics embodied ai29May 12, 2026
Temporal Link PredictionICEWS Interpolation 05-15 (test)graph29Mar 10, 2026
Semantic SegmentationCityscapes (CS) 1024x512 (val)computer vision29Feb 26, 2026
Multimodal Hate Speech DetectionHateful Memesmultimodalnlp+129Feb 26, 2026
Medical Image ClassificationDET10bio medicalcomputer vision29Feb 26, 2026
Passage RankingNQretrieval search rag29Feb 26, 2026
Code GenerationMBPP standard (test)code developer ai29Mar 26, 2026
Natural Language ReasoningGSM8K, MATH, SVAMP, ASDiv, MAWPS, CARPnlp29Feb 26, 2026
Mathematical ReasoningCARPllm chat instructionnlp29Feb 26, 2026