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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 848 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Spatio-temporal forecastingSDWPF (20% test)tabular time series30Apr 20, 2026
Automatic Speech RecognitionFLEURS (test)speech audio30Jul 7, 2026
ClassificationAdult Datasetcomputer visionnlp+330Apr 20, 2026
ClassificationBr2000 (test)computer visionnlp+330Apr 20, 2026
Massive Multitask Language UnderstandingMMLUnlp30Apr 20, 2026
RecommendationMovielenstabular time series30Apr 20, 2026
Cross-view Geo-localizationSUES-200 Satellite→Drone 150mcomputer vision30May 12, 2026
Continual Instruction TuningUCITllm chat instructionnlp30Jun 2, 2026
Agent Safety EvaluationAgent-SafetyBench aggregated clean and five attack typesagents tool useadversarial safety security30Apr 16, 2026
Preference PredictionJudgeBenchllm chat instruction30Jul 3, 2026
Online Class Incremental LearningCIFAR-100tabular time series30Apr 16, 2026
Online Class Incremental LearningCIFAR-10tabular time series30Apr 16, 2026
Online Class Incremental LearningTiny-Imagenet (test)tabular time series30Apr 16, 2026
Online Class Incremental LearningCIFAR-10 (test)tabular time series30Apr 16, 2026
Three-way probability rankingCOMMON2SENSE pairednlp30Apr 15, 2026
Global Counterfactual ExplanationsAdulttabular time series30Apr 15, 2026
Node ClassificationInstagram OOD (test)graph30Apr 15, 2026
Node ClassificationCiteseer OOD (test)graph30Apr 15, 2026
Question AnsweringMetaQA 1-hopnlp30Apr 15, 2026
Question AnsweringCWQnlp30Jun 16, 2026
Natural Language UnderstandingGLUEnlp30Jun 2, 2026
SummarizationGovReportnlp30May 11, 2026
Mathematical ReasoningMATH500 4-shotllm chat instructionnlp30Apr 20, 2026
General CapabilityBBH, GSM8K, MMLU, TruthfulQA, HumanEval, MBPPllm chat instruction30Apr 14, 2026
KnowledgeMMLU, TruthfulQAnlp30Apr 14, 2026