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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 1076 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Reward ModelingPPE Correctness (test)llm chat instruction26Feb 26, 2026
Information RetrievalLongEmbedretrieval search rag26May 14, 2026
Relation ExtractionMTSamples (test)nlp26Feb 26, 2026
Relation ExtractionMIMIC-III (test)nlp26Feb 26, 2026
Named Entity RecognitionMTSamples (test)nlp26Feb 26, 2026
Named Entity RecognitionMIMIC-III (test)nlp26Feb 26, 2026
Relation ExtractionUTP Two-site experiment (test)nlp26Feb 26, 2026
Named Entity RecognitionUTP Two-site experiment (test)nlp26Feb 26, 2026
Veracity AssessmentFactCheck-Benchnlp26Feb 26, 2026
Recognizing Textual EntailmentRTE (test)nlp26Feb 26, 2026
Speech-to-Text Question-AnsweringWebQspeech audionlp26Apr 21, 2026
Speech-to-Text Question-AnsweringTriviaQAspeech audionlp26Apr 21, 2026
Speech-to-Text Question-AnsweringLlamaQspeech audionlp26Apr 21, 2026
Conclusion GenerationEntailmentBank (test)nlp26Feb 26, 2026
LLM-generated text detectionEvoBenchllm chat instructionnlp26Feb 26, 2026
Machine TranslationFLORES EN-ZHnlp26Apr 28, 2026
Machine TranslationWMT EN-ZH 24nlp26Apr 28, 2026
General AI Assistant ReasoningGAIA-Text-103 1.0 (test)llm chat instructionnlp26Apr 23, 2026
Multimodal Mathematical ReasoningMathVerse mini (test)multimodalnlp+126Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp26Feb 26, 2026
Instruction FollowingMultiChallengellm chat instruction26Jul 2, 2026
Shortcut detectionBenchMarker Shortcutscomputer vision26Feb 26, 2026
Column Type AnnotationSemtab low-resource 2019tabular time series26Feb 26, 2026
Question AnsweringStrategyQAnlp26Mar 10, 2026
Math ReasoningAMC 2023llm chat instructionnlp26Feb 26, 2026