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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 1829 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Humanoid Visual SearchH*Bench (test)computer visionrobotics embodied ai+118May 14, 2026
Spatio-temporal solution field predictionStepHeat (ID)tabular time series18May 14, 2026
Neural Operator LearningStepHeattabular time series18May 14, 2026
Financial Fraud DetectionIEEE CIStabular time series18May 27, 2026
Tool UseCONFETTIagents tool use18May 14, 2026
Tool UseAPI-Bank Level 2agents tool use18May 14, 2026
Long-horizon language-conditioned manipulationCalvin ABC→Drobotics embodied aillm chat instruction18Jun 4, 2026
Backdoor MitigationSFT-based Poisoning Word triggeradversarial safety security18May 14, 2026
Backdoor MitigationSFT-based Poisoning Phrase triggeradversarial safety security18May 14, 2026
Backdoor MitigationSFT-based Poisoning Long triggeradversarial safety security18May 14, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp18May 14, 2026
ClassificationWineQualitycomputer visionnlp+318May 13, 2026
ClassificationApndctscomputer visionnlp+318May 13, 2026
ClassificationPimacomputer visionnlp+318May 13, 2026
Open-Vocabulary Semantic SegmentationPascal Context PC59 without backgroundcomputer vision18May 13, 2026
Histology ClassificationPolypsSetbio medicalcomputer vision18May 13, 2026
Size EstimationPolypSizecomputer visionbio medical18May 13, 2026
Re-IdentificationSUNcomputer vision18May 13, 2026
RetrievalREAL-Colonretrieval search rag18May 13, 2026
Speech TranslationNTUML Code-Switching 2021 (test)speech audionlp18May 13, 2026
Question AnsweringMovielensnlp18May 13, 2026
Question AnsweringMedical Synthnlp18May 13, 2026
Machine UnlearningCIFAR-10 (test)adversarial safety security18Jun 4, 2026
Multi-Hop Question Answering2Wikinlpretrieval search rag18May 19, 2026
Search Agent EvaluationXBenchagents tool useretrieval search rag18May 13, 2026