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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 1384 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Outlier DetectionPageBlockstabular time series22Feb 26, 2026
Outlier DetectionOptdigitstabular time series22Feb 26, 2026
Outlier DetectionMusktabular time series22Feb 26, 2026
Outlier DetectionMushroom 2tabular time series22Feb 26, 2026
Outlier DetectionMushroom 1tabular time series22Feb 26, 2026
Outlier DetectionMammographytabular time series22Feb 26, 2026
Outlier DetectionIonospheretabular time series22Mar 17, 2026
Outlier DetectionArrhythmiatabular time series22Feb 26, 2026
Outlier DetectionAnnthyroidtabular time series22Feb 26, 2026
Full-class forgettingMNIST (retain)tabular time series22Feb 26, 2026
Multimodal ClassificationINSPECTmultimodalcomputer vision+122Feb 26, 2026
Aerodynamic simulationAirfRANS (test)miscellaneous22Apr 7, 2026
Cross-modal retrieval (Audio)MSR-VTTmultimodalspeech audio22Feb 26, 2026
Question AnsweringCSQA (in-domain)nlp22Jun 4, 2026
Image ClassificationTiny ImageNet (test)computer vision22Feb 27, 2026
Temporal Link PredictionENRON historical negative sampling (transductive)graph22Mar 5, 2026
Mathematical ReasoningHMMTllm chat instructionnlp22Jul 7, 2026
Mathematical ReasoningMATH 4-shot (test)llm chat instructionnlp22Jun 1, 2026
Commonsense ReasoningWinograndenlp22Jul 3, 2026
ClusteringSeedstabular time series22Mar 31, 2026
Tire Force EstimationTire Force Estimation (Sporty)robotics embodied aitabular time series22Feb 26, 2026
Tire Force EstimationTire Force Estimation Smoothrobotics embodied aitabular time series22Feb 26, 2026
Edge ClassificationWN18RRgraph22May 13, 2026
Edge ClassificationFB15K237graph22May 13, 2026
Symbolic RegressionDGSR benchmarkmiscellaneous22Feb 26, 2026