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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 1370 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Temporal Action DetectionActivityNet v1.3 (50% Seen 50% Unseen)computer vision22Apr 21, 2026
Temporal Action DetectionTHUMOS 50% Seen / 50% Unseen 14computer vision22Apr 21, 2026
Mathematical ReasoningAIME25llm chat instructionnlp22May 15, 2026
Touch Pointing Parameter EstimationExperiment 3 (Leave-One-Out Cross-Validation)robotics embodied aicomputer vision22Mar 26, 2026
Touch Pointing Parameter EstimationExperiment 3 Full Aggregate Data (train)robotics embodied aicomputer vision22Mar 26, 2026
Functional group classificationFTIR Molecule Dataset 3200 molecules (random sample (B))bio medical22Mar 26, 2026
Functional group classificationFTIR Molecule Dataset 1600 molecules (random sample (A))bio medical22Mar 26, 2026
Medical Knowledge EvaluationMedical Knowledge Item Bank CATbio medicalllm chat instruction22Mar 26, 2026
Medical Knowledge EvaluationMedical Knowledge Item Bank Full 2815 itemsbio medicalllm chat instruction22Mar 26, 2026
General Knowledge and Language UnderstandingMMLUllm chat instructionnlp22Apr 2, 2026
Classificationm-so2sat GEO-Benchcomputer visionnlp+322Jun 1, 2026
Humorous Image CaptioningInternal Humorous Image Captioning Datasetcomputer visionmultimodal22Mar 25, 2026
Image CaptioningCHAIR (test)multimodalcomputer vision+122Mar 25, 2026
Membership Inference AttackCelebAadversarial safety security22Apr 27, 2026
NL-to-SQLWikiTQnlpcode developer ai22May 28, 2026
Multi-label ClassificationVOCcomputer visionnlp+222May 28, 2026
Image RetrievalCOCO (test)retrieval search ragcomputer vision22Mar 27, 2026
Text RetrievalCOCO (test)retrieval search rag22Mar 27, 2026
Sequential RecommendationTmalltabular time series22Apr 28, 2026
Image ClassificationCIFAR100 LT (r=100)computer vision22Mar 24, 2026
Depth CompletionLASER-ToF (test)3d vision geometrycomputer vision22Mar 24, 2026
Semantic SegmentationPascal VOC (1/14 labeled split)computer vision22Mar 24, 2026
Semantic SegmentationPascal VOC 1/29 labeled (366 images)computer vision22Mar 24, 2026
Semantic SegmentationPascal VOC 1/58 labeled split (183 images)computer vision22Mar 24, 2026
Semantic SegmentationPascal VOC 1/115 labeled split (92 images)computer vision22Mar 24, 2026