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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 747 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
QA Answer SelectionTREC Answer Selection (test)nlpretrieval search rag33Feb 26, 2026
Object DetectionPASCAL VOC 2012 (val)computer vision33Mar 16, 2026
ClassificationN-MNISTcomputer visionnlp+333Jun 24, 2026
Property OptimizationZINC250K (test)bio medicaltabular time series33Feb 26, 2026
Function ApproximationF3(ξ)tabular time series33Feb 26, 2026
RegressionUCI YACHT (test)tabular time series33Feb 26, 2026
Traveling Salesperson ProblemTSP N=100 (test)miscellaneous33Mar 27, 2026
Point cloud registrationModelNet 40 (test)3d vision geometry33Apr 8, 2026
ClassificationTEXTUREcomputer visionnlp+333Jul 7, 2026
Constitutive modelinghyperelasticity (test)bio medical33Feb 26, 2026
RetrosynthesisUSPTO-50Kbio medical33Feb 26, 2026
Speaker IdentificationVC1speech audio33Feb 26, 2026
Machine Translation49 low-performing Closely-Related Languages (CRLs) (test)nlp33Feb 26, 2026
Novel View SynthesisiPhone dataset3d vision geometry33May 13, 2026
Knowledge DistillationCIFAR-10 (test)miscellaneous33Jul 8, 2026
Image ClassificationImageNet 1.0 (10% labeled)computer vision33Feb 26, 2026
Multilingual Mathematical ReasoningMSVAMPnlpllm chat instruction33Feb 26, 2026
Topic Modeling20NGnlp33Apr 1, 2026
Jailbreak Defense PerformanceJailbreak Attack Datasetadversarial safety security33Feb 26, 2026
Multimodal UnderstandingRealWorldQAmultimodal33Apr 24, 2026
RecommendationAmazon-Book IID (test)tabular time series33Feb 26, 2026
Image EditingGEdit-Bench-CN (Full set)image generation editing33Jun 11, 2026
Image ClassificationSTL-10 Clean (test)computer vision33Feb 26, 2026
ReasoningReasoning Evaluation Suite Math, Symbolic, and Commonsense (test)llm chat instructionnlp33Feb 26, 2026
Harmful Meme DetectionMAMIcomputer visionnlp33May 6, 2026