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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 1838 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Shot Transition DetectionPublic Datacomputer vision18May 1, 2026
Uncertainty EstimationCommonsenseQAnlp18May 1, 2026
Uncertainty EstimationSciQnlp18May 1, 2026
Uncertainty EstimationSQW (SearchQA)nlp18May 1, 2026
Long-form Text GenerationLongWriterllm chat instruction18May 11, 2026
Node ClassificationIEEE-CIS-Ggraph18May 1, 2026
Hyperspectral Image Super-ResolutionPavia Centre (test)computer vision18May 1, 2026
Hyperspectral Image Super-ResolutionChikusei 512x512x128 cubes (test)computer vision18May 1, 2026
Knowledge RecoveryEntityQuestions (test)nlp18Apr 30, 2026
Long-term forecastingETTh1 standard (test)tabular time series18Jun 11, 2026
Mathematical ReasoningMathematical Reasoning Suite (Math500, Gaokao En, Olympiad, GSM8K, AMC23, AIME25, AIME24)llm chat instructionnlp18Apr 30, 2026
Document RerankingMS MARCO Document DL19retrieval search rag18Apr 30, 2026
Voice AnonymizationIEMOCAP (test)speech audio18Apr 30, 2026
Voice AnonymizationIEMOCAP (dev)speech audio18Apr 30, 2026
Voice AnonymizationLibriSpeech (test)speech audio18Apr 30, 2026
Voice AnonymizationLibriSpeech (dev)speech audio18Apr 30, 2026
Offline Data-driven Multi-Objective OptimizationDTLZ1, DTLZ2, DTLZ3, DTLZ4, DTLZ5, DTLZ6, DTLZ7, and Omnitest unconstrained benchmarksmiscellaneous18Apr 30, 2026
Thresholded classificationTriviaQAnlp18Apr 30, 2026
Thresholded classificationHotpotQAnlp18Apr 30, 2026
Mathematical Problem SolvingAIME 2026nlpagents tool use18Jul 7, 2026
RecommendationAmazon Electronicstabular time series18Apr 29, 2026
Image ClassificationImageNetcomputer vision18Apr 29, 2026
Speaker VerificationVox1-O Noise (test)speech audio18Apr 29, 2026
Scientific ReasoningGPQA Diamondnlp18Apr 29, 2026
Mathematical ReasoningMATH-500llm chat instructionnlp18Apr 29, 2026