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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 1807 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-view ClusteringCCV 20graph18Jun 4, 2026
Multi-view ClusteringScene15graph18Jun 4, 2026
MIME classificationMAGIC-FILES network-capture (cleartext UDP) (n = 498 streams)nlp18Jun 4, 2026
Zero-shot EvaluationZero-Shot Aggregatenlpllm chat instruction18Jun 4, 2026
Hallucination EvaluationTBH (ToolBench Hallucination)llm chat instructionnlp18Jun 4, 2026
Safety EvaluationSafety Benchmarks ASB, InjecAgent, AHarm, ASecBenchadversarial safety security18Jun 4, 2026
Capacitated Vehicle Routing Problem (CVRP)Synthetic CVRP10Kmiscellaneous18Jun 4, 2026
Traveling Salesman Problem (TSP)Synthetic TSP10Kmiscellaneous18Jun 4, 2026
Image ReconstructionPIE (test)computer vision18Jun 4, 2026
Image ReconstructionPIE (train)computer vision18Jun 4, 2026
Image ReconstructionYale B (test)computer vision18Jun 4, 2026
Image ReconstructionYale B (train)computer vision18Jun 4, 2026
Action RecognitionWalking Running database 2-classcomputer vision18Jun 4, 2026
Image FilteringBarbara (test)computer vision18Jun 4, 2026
Adversarial RobustnessCIFAR-100adversarial safety securitycomputer vision18Jun 4, 2026
Mathematical ReasoningMinervallm chat instructionnlp18Jun 23, 2026
Interactive Decision-MakingALFWorld (OOD)robotics embodied ai18Jun 4, 2026
Time Series ClassificationMedicalImages (MImg)tabular time series18Jun 4, 2026
Wide-Baseline Correspondence ReasoningReasonMatch-Bench Overall 90-sample high-divergence subsetcomputer vision18Jun 4, 2026
Mathematics ReasoningGSM8Kllm chat instructionnlp18Jun 8, 2026
Multi-Object TrackingUniRTLcomputer vision18Jun 4, 2026
Model StealingMutagenicityadversarial safety security18Jun 4, 2026
Inpaint (box)FFHQ 256 x 256image generation editingcomputer vision18Jun 30, 2026
Annotator Modelingagnewsnlp18Jun 4, 2026
Annotator Modelingdtdnlp18Jun 4, 2026