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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 1551 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Token-level Uncertainty QuantificationMIMIC-DInlp20May 28, 2026
Mathematical ReasoningMATH500llm chat instructionnlp20May 28, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp20May 28, 2026
Reference-grounded News VerificationWash. Postretrieval search ragnlp20May 28, 2026
Reference-grounded News VerificationUSA Todayretrieval search ragnlp20May 28, 2026
Reference-grounded News VerificationGuardianretrieval search ragnlp20May 28, 2026
Reference-grounded News VerificationBBCretrieval search ragnlp20May 28, 2026
Science Question AnsweringSQAnlpbio medical20Jul 1, 2026
Question AnsweringMMLU-Pro Computer Sciencenlp20May 28, 2026
Multiple-choice Question AnsweringMMLU-Pro CSnlp20May 28, 2026
Professional Knowledge ReasoningMMLU-Prollm chat instructionnlp20May 28, 2026
Event-to-Intensity ReconstructionIEIMat Synthesized Data Staticcomputer vision20May 28, 2026
Physical Video EvaluationPhysics-IQvideo generation editingcomputer vision20Jun 4, 2026
Semantic SegmentationZOD (val)computer vision20May 28, 2026
General ReasoningSQuADllm chat instructionnlp20May 28, 2026
General ReasoningTriviaQAllm chat instructionnlp20May 28, 2026
General ReasoningNQllm chat instructionnlp20May 28, 2026
General ReasoningLB-Rllm chat instructionnlp20May 28, 2026
Software EngineeringSWE-Bench Verifiedcode developer ai20May 28, 2026
Multimodal Speech UnderstandingMMSU All (test)speech audiomultimodal20May 28, 2026
Multimodal Speech UnderstandingMMSU Paralinguistic subset (test)speech audiomultimodal20May 28, 2026
Preference PredictionMovieLens 10kllm chat instruction20May 28, 2026
Few-shot Action RecognitionUCF101 5-way K-shot (test)computer vision20May 28, 2026
Few-shot Action RecognitionHMDB51 5-way K-shot (test)computer vision20May 28, 2026
Image ThresholdingMedical Images (test)computer vision20May 27, 2026