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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 1547 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningOlympiadBenchllm chat instructionnlp20Jun 4, 2026
Mathematical ReasoningAMCllm chat instructionnlp20Jun 4, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp20Jun 4, 2026
Multi-task Language UnderstandingMMLUnlpllm chat instruction20Jun 4, 2026
Question AnsweringConcept Questions Open-Endednlp20Jun 4, 2026
Question AnsweringConcept Questions Multiple-Choicenlp20Jun 4, 2026
Web Navigation and ShoppingWebShop (seen)agents tool userobotics embodied ai20Jun 4, 2026
Multi-modal UnderstandingLLM Evaluation Suite GQA, MMB, MME, POPE, SQA, VQAv2, VQA^Text, VizWizmultimodal20Jun 4, 2026
Query Performance PredictionTREC DL22retrieval search rag20Jun 4, 2026
Query Performance PredictionTREC DL21retrieval search rag20Jun 4, 2026
Query Performance PredictionTREC DL 20retrieval search rag20Jun 4, 2026
Query Performance PredictionTREC DL 19retrieval search rag20Jun 4, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp20Jun 4, 2026
LLM AlignmentHHRLHFllm chat instructionadversarial safety security20Jun 4, 2026
Document RerankingTREC DL 2019 (test)retrieval search rag20Jun 4, 2026
System Prompt ExtractionSystem Prompt Extraction Out-of-domain SystemCheck and ChatGPT-Promptsllm chat instructionnlp20Jun 4, 2026
System Prompt ExtractionSystem Prompt Extraction In-domain ShareGPTllm chat instructionnlp20Jun 4, 2026
Brain network classificationPPMI CN vs Prodromal vs PD (5-fold cross-validation)bio medicalgraph+120Jun 4, 2026
Crystal Structure PredictionCSP6bio medical20Jun 4, 2026
Severity ClassificationSmart Contract Audit Datasetbio medicalnlp20Jun 4, 2026
Vulnerability DetectionSmart Contract Audit Datasetadversarial safety securitycode developer ai20Jun 4, 2026
Image CaptioningFlickr30k (val)multimodalcomputer vision+120Jun 4, 2026
Sentiment AnalysisMOSEI (test)nlp20Jun 4, 2026
Temporal video understandingTOMATOcomputer vision20Jun 2, 2026
Aggregate Downstream PerformanceAggregate Downstream Performance Suitellm chat instruction20Jun 2, 2026