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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 626 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Watermark RobustnessVCTK, LibriSpeech, and LJSpeech (test)computer visionadversarial safety security36Jun 11, 2026
westernized (2 classes) classificationcMD3computer vision36Jun 11, 2026
Language UnderstandingGLUE and SuperGLUE fine-tuningnlp36Jun 11, 2026
Vehicle Routing Problem8 Unseen VRP Variants 1.0 (test)miscellaneous36Jun 11, 2026
Model diagnostic efficiencyLOMO behavioral dataset (held-out model fold)miscellaneous36Jun 11, 2026
Knowledge-intensive Question AnsweringCRAGnlpretrieval search rag36Jun 11, 2026
Bag-level classificationNCT-CRCbio medicalcomputer vision36Jun 11, 2026
Instance-level classificationNCT-CRCcomputer vision36Jun 11, 2026
Bimanual ManipulationRoboTwin Clean setting 2.0robotics embodied ai36Jun 16, 2026
ImputationOpinionQA MNAR 140 opinion variables (W26 to W82) American Trends Paneltabular time series36Jun 9, 2026
ImputationOpinionQA MCAR 140 opinion variables (W26 to W82) American Trends Paneltabular time series36Jun 9, 2026
Hypergraph ClusteringContact-high-schoolgraph36Jun 9, 2026
Canary Leakage EvaluationCode Canary (train)adversarial safety security36Jun 9, 2026
Canary Leakage EvaluationPrompt Canary (train)adversarial safety security36Jun 9, 2026
Canary Leakage EvaluationJoint Canary (train)adversarial safety security36Jun 9, 2026
Jailbreaking Tool-Using LLM AgentsAgentDojoagents tool useadversarial safety security+136Jun 9, 2026
Symbolic PlanningPDDLmiscellaneous36Jun 9, 2026
Node ClusteringPubMedgraph36Jun 9, 2026
Node ClusteringCiteSeergraph36Jun 9, 2026
Node ClusteringCoragraph36Jun 9, 2026
Pragmatic ReasoningPRAGMEGA (test)nlp36Jun 9, 2026
Backdoor DetectionBackdoor behaviors (Jailbreak, Watching, Refusal, Password, Country, Sentiment) zero-shotadversarial safety security36Jun 9, 2026
Passenger queue length forecastingIncheon International Airport (ICN) Departure Gates (test)tabular time series36Jun 9, 2026
Emotion RecognitionDEAPspeech audiocomputer vision+136Jul 7, 2026
Three-objective alignmentHelpful Assistant (test)llm chat instructionadversarial safety security36Jun 8, 2026