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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 369 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
General Text Question AnsweringHotpotQAnlp51May 11, 2026
Keyword SpottingLibriPhrase Easy (LPE)speech audioKeyword Spotting on LibriPhrase Easy (LPE) performance trend51Jun 11, 2026
Robotic ManipulationSIMPLER Visual Matching WidowX robotrobotics embodied ai51Apr 8, 2026
ClusteringGlasstabular time series51Jun 25, 2026
Time Series ForecastingTraffictabular time seriesTime Series Forecasting on Traffic (MSE, MAE) performance trend51Apr 14, 2026
Code GenerationLiveCodeBenchcode developer ai51Mar 9, 2026
Language ModelingFineWeb-Edu (val)nlp51Jun 1, 2026
Out-of-Distribution DetectionCIFAR-100 OpenOOD (test)computer visiontabular time series51May 28, 2026
Temporal Information RetrievalTemporal Nobel Prize (TNP)retrieval search ragnlp51Feb 26, 2026
Multimodal RecommendationSports Amazon (test)multimodalnlp51May 4, 2026
AI Image DetectionMidjourneycomputer vision51Mar 4, 2026
Pose estimationKITTI odometrycomputer vision51Feb 27, 2026
Depth CompletionNYU v23d vision geometrycomputer vision51Jul 7, 2026
Few-Shot SegmentationISIC 2018computer vision51May 20, 2026
Image Classification14 Tasks Mergecomputer vision51Feb 26, 2026
Communication overhead measurementPrivate vector-wise filtering setup phasemiscellaneous51Feb 26, 2026
Few-shot LearningLongBenchcomputer visionnlp+1351Mar 13, 2026
SummarizationLongBenchnlp51Mar 13, 2026
General ReasoningMMLUllm chat instructionnlp51May 25, 2026
Mathematical ReasoningGSM8K 4-shotllm chat instructionnlp51Jun 26, 2026
General Question AnsweringPopQAnlpretrieval search rag51Apr 10, 2026
Multi-Hop Question AnsweringBambooglenlpretrieval search rag51Mar 10, 2026
Code GenerationHumanEvalcode developer ai51Feb 26, 2026
Embodied decision-makingALFWorldrobotics embodied ai51Jun 15, 2026
KnowledgeGPQAnlp51Mar 31, 2026