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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 1446 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningGSM8Kllm chat instructionnlp21May 12, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp21May 12, 2026
Causal DiscoveryAlarm d=37tabular time series21Jun 4, 2026
Image ClassificationCIFAR-10 (val)computer vision21Jun 2, 2026
Code GenerationMBPP 3-shotcode developer ai21May 12, 2026
Mathematical ReasoningMinerva Math 4-shotllm chat instructionnlp21May 12, 2026
Code GenerationHuman Eval zero-shotcode developer ai21May 12, 2026
Reliability predictionPOPE Adversarialadversarial safety security21May 12, 2026
Temporal LocalizationLooting Event Localization Dataset (test)computer vision21May 12, 2026
Month-level change detectionAfghanistan archaeological sites (test)computer vision21May 12, 2026
Tool-agent-user interactionTAC (TheAgentCompany)agents tool usellm chat instruction21May 11, 2026
Math ReasoningMATH 500llm chat instructionnlp21May 11, 2026
Algorithmic RecourseGerman (10-fold cross-validation)tabular time series21May 11, 2026
Algorithmic RecourseAttrition (10-fold cross-validation)tabular time series21May 11, 2026
Algorithmic RecourseAttritiontabular time series21May 11, 2026
General ReasoningOut-of-Domain Generalization Suite BGQA, CRUX, STGQA, TableBench, MMLU STEMllm chat instructionnlp21May 11, 2026
General Multimodal ReasoningNaturalBenchmultimodal21May 11, 2026
General Multimodal ReasoningLogicVistamultimodal21May 11, 2026
General Multimodal ReasoningMMMU-Promultimodal21May 11, 2026
Multimodal Math ReasoningMathVistamultimodalnlp21May 11, 2026
Infrared Small Target DetectionNUAA-SIRSTcomputer vision21May 11, 2026
Infrared Small Target DetectionNUDT-SIRSTcomputer vision21May 11, 2026
Information RetrievalBEIR-7 Averageretrieval search rag21May 11, 2026
Information RetrievalQuoraretrieval search rag21May 11, 2026
Information RetrievalArguAnaretrieval search rag21May 11, 2026