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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 2137 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
CaptioningBreastStage Histocomputer visionmultimodal+116Jun 4, 2026
CaptioningBreastStage CTcomputer visionmultimodal+116Jun 4, 2026
ClusteringHandWritten V=6, K=10 (Protocol 4)tabular time series16Jun 4, 2026
ClusteringHandWritten Protocol 3 V=6, K=10tabular time series16Jun 4, 2026
ClusteringHandWritten V=6, K=10 (Protocol 1)tabular time series16Jun 4, 2026
Reinforcement LearningAntrobotics embodied ai16Jul 9, 2026
LLM Decoding ThroughputNOSA-8B 128K context lengthllm chat instruction16Jun 4, 2026
LLM Decoding ThroughputMiniCPM 128K context length 4.1-8Bllm chat instruction16Jun 4, 2026
Open Deep Research EvaluationDeepResearchEvalmiscellaneous16Jun 4, 2026
MGT detectionROCTnlp16Jun 4, 2026
MGT detectionTLDRnlp16Jun 4, 2026
MGT detectionWPnlp16Jun 4, 2026
MGT detectionELI5nlp16Jun 4, 2026
MGT detectionCMVnlp16Jun 4, 2026
MGT detectionScinlp16Jun 4, 2026
MGT detectionYelpnlp16Jun 4, 2026
MGT detectionHSwagnlp16Jun 4, 2026
MGT detectionXSumnlp16Jun 4, 2026
Specification AlignmentSpecification Alignment Evaluation Set (full (1500))llm chat instructionadversarial safety security16Jun 4, 2026
Deep Learning TestingImageNetmiscellaneous16Jun 4, 2026
Deep Learning TestingCIFAR10miscellaneous16Jun 4, 2026
Deep Learning TestingMNISTmiscellaneous16Jun 4, 2026
Instruction FollowingEQ-Bench Longform (ID prompts) (45 prompts)llm chat instruction16Jun 4, 2026
Traveling Salesman Problem (TSP)Synthetic TSP100Kmiscellaneous16Jun 4, 2026
Jailbreak Attack EvaluationMalicious Intent Promptsadversarial safety security16Jun 4, 2026