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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 1489 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hallucination DetectionDolly Llama2-13B (test)llm chat instructionnlp21Feb 26, 2026
Hallucination DetectionRAGTruth Llama2-13B (test)llm chat instructionnlp21Feb 26, 2026
Hallucination DetectionDolly Llama2-7B (test)llm chat instructionnlp21Feb 26, 2026
Hallucination DetectionRAGTruth Llama2-7B (test)llm chat instructionnlp21Feb 26, 2026
Mathematical ReasoningGSM8K subset of 100 questions (test)llm chat instructionnlp21Apr 7, 2026
Viewpoint classificationImmigration-3Knlp21Feb 26, 2026
Code RetrievalMTEB Codecode developer airetrieval search rag21May 14, 2026
Language ModelingGeneral Capabilitynlp21Feb 26, 2026
Safety EvaluationHH-RLHF (test)adversarial safety security21Feb 26, 2026
Chinese Spelling CheckLEMON, CSCD-NS, and CS Combinednlp21Feb 26, 2026
Chinese Spelling CheckCSnlp21Feb 26, 2026
Chinese Spelling CheckLEMONnlp21Feb 26, 2026
Document ClassificationEURLEXnlp21May 19, 2026
Language UnderstandingINCLUDE base 44nlp21Feb 26, 2026
Automatic Speech RecognitionMLC-SLM (dev)speech audio21Jun 11, 2026
Knowledge TracingEdNet-500 (test)tabular time series21Feb 26, 2026
Knowledge TracingDBE-KT22 (test)tabular time series21Feb 26, 2026
FairnessDermoBench Fairnessmiscellaneous21Feb 26, 2026
ReasoningDermoBench Reasoningllm chat instructionnlp21Feb 26, 2026
DiagnosisDermoBench Out-of-Distributionbio medical21Feb 26, 2026
DiagnosisDermoBench In-Distributionbio medical21Feb 26, 2026
MorphologyDermoBench Morphologybio medical21Feb 26, 2026
Code AgentSWE-Bench Verifiedcode developer aiagents tool use21Jul 2, 2026
Script confusion mitigationFLEURS zh-trad (test)speech audionlp21Feb 26, 2026
Script confusion mitigationFLEURS zh-sim (test)speech audionlp21Feb 26, 2026