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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 1134 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Efficiency AverageConsolidated Benchmarks Allmiscellaneous25Feb 26, 2026
MemoryLoCoMollm chat instruction25Feb 26, 2026
Agentic BenchmarksGAIAagents tool use25Feb 26, 2026
Math Reasoning (coding tools)BeyondBench Easyllm chat instructionagents tool use+125Feb 26, 2026
RetrievalCommonsenseQAretrieval search rag25Feb 26, 2026
RetrievalARC Challengeretrieval search rag25Feb 26, 2026
Math ReasoningBeyondBench Hardllm chat instructionnlp25Feb 26, 2026
Math ReasoningBeyondBench Easyllm chat instructionnlp25Feb 26, 2026
Zero-shot Language UnderstandingEvaluation Suite Zero-shot (LMB, HellA, PIQA, ARC-E, ARC-C, WINO, Open, MMLU)nlp25Feb 26, 2026
Biomedical reasoningBioASQ out-of-domainbio medicalllm chat instruction25Feb 26, 2026
Commonsense reasoningPIQA (out-of-domain)nlp25Feb 26, 2026
Function-level Code LocalizationSWE-bench Live Litecode developer ai25Feb 26, 2026
File-level Code LocalizationSWE-bench Live Litecode developer ai25Feb 26, 2026
Function-level Code LocalizationSWE-bench Verified (Lite)code developer ai25Feb 26, 2026
File-level Code LocalizationSWE-bench Verified Litecode developer ai25Feb 26, 2026
Long-context understandingInfiniteBenchllm chat instructionnlp25Apr 21, 2026
Machine TranslationWMT ZH-EN 24nlp25Apr 28, 2026
Multi-Hop Question AnsweringBambooglenlpretrieval search rag25Feb 26, 2026
RetrievalBRIDGE (test)retrieval search rag25Feb 26, 2026
Mathematical ReasoningAMC23llm chat instructionnlp25Feb 26, 2026
ReasoningCogniLoad Outcome suite 1.0 (m=10 m=100)llm chat instructionnlp25Feb 26, 2026
General KnowledgeMMLUllm chat instruction25Feb 26, 2026
Inference LatencyJailbreakVmiscellaneous25Feb 26, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp25Feb 26, 2026
KnowledgeCMMLUnlp25May 26, 2026