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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 1815 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video UnderstandingTGIF, MSVD, MSRVTT, ActNet Averagedcomputer vision18Jun 24, 2026
Radio map estimationSpectrumNet (test)3d vision geometry18May 29, 2026
Radio map estimationUrbanRadio3D (test)3d vision geometry18May 29, 2026
Blockchain Anomaly DetectionCryptopiaHacker (test)tabular time series18May 29, 2026
Code GenerationHumanEvalcode developer ai18May 29, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp18May 29, 2026
Question AnsweringTriviaQAnlp18May 29, 2026
Image ClassificationImageNet-Sketchcomputer vision18Jun 18, 2026
Table ReasoningWikiTQ, TabFact, TableBench, HiTab, FinQA Averagenlp18May 29, 2026
Table ReasoningFinQAnlp18May 29, 2026
Table ReasoningHiTabnlp18May 29, 2026
Table ReasoningTabFactnlp18May 29, 2026
Table ReasoningWikiTQnlp18May 29, 2026
Tool RetrievalToolRet CN v1.0 (test)agents tool useretrieval search rag18May 29, 2026
General ReasoningBigBench-Lite Topic Domainsllm chat instructionnlp18May 29, 2026
Logical ReasoningZebraLogic (held-out)nlp18May 28, 2026
PlanningTower of Hanoi (held-out)robotics embodied ai18May 28, 2026
Mathematical ReasoningMathGAP (held-out)llm chat instructionnlp18May 28, 2026
Arithmetic ReasoningMatchstick Arithmetic (held-out)nlpllm chat instruction18May 28, 2026
Medical Question AnsweringMedXpertQA-Ubio medicalnlp18May 28, 2026
Medical Question AnsweringMedXpertQA-Rbio medicalnlp18May 28, 2026
Image ClassificationDogs & Cats (test)computer vision18May 28, 2026
Anomaly Detection and LocalizationReal-IADcomputer visiontabular time series18May 28, 2026
Embodied Task CompletionALFWorld IDrobotics embodied ai18May 28, 2026
Web Shopping AgentWebShop OOD v1.0agents tool useretrieval search rag18May 28, 2026