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Benchmarks

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

309,131 benchmarksPage 1610 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image-based RetrievalMBE benchmarkcomputer visionretrieval search rag20Mar 4, 2026
Domain GeneralizationImageNet Sketch, R, A V2computer vision20May 14, 2026
Language UnderstandingMMLUnlp20Mar 4, 2026
Object DetectionHumanARTcomputer vision20Mar 4, 2026
Short-text ClusteringMassive (test)nlp20Feb 27, 2026
Short-text ClusteringMtop (test)nlp20Feb 27, 2026
Symbolic ReconstructionSynthetic Data Interact Mode (test)miscellaneous20Feb 27, 2026
Sort Edgefundamental dynamic graph tasks Level 0graph20Feb 27, 2026
Expectation EstimationExample 1tabular time series20Feb 27, 2026
Image ClassificationDomain-PCAMcomputer vision20Feb 27, 2026
Scientific Question AnsweringGPQA-Dnlpbio medical20Feb 27, 2026
Dynamic Object DetectionD³ (Full)computer vision20Feb 27, 2026
Multimodal UnderstandingMMMUmultimodal20Mar 4, 2026
Online Continual LearningCIFAR-100 1 (test)tabular time series20Feb 27, 2026
In-Context LearningNLP Task Suite (Capitalize, Country-Capital, Present-Past, Singular-Plural, Person-Sport, AG News) (test)llm chat instructionnlp20Feb 27, 2026
Image ClassificationCIFAR10computer vision20Feb 27, 2026
Hierarchical Text ClassificationWOS few-shotnlp20Feb 27, 2026
Out-of-Distribution DetectionCIFAR10 / LSUNcomputer visiontabular time series20Feb 27, 2026
Pixel-level manipulation detectionMEAN Across datasetscomputer vision20Feb 27, 2026
Character RecognitionCTWcomputer visionnlp20Feb 27, 2026
Robustness VerificationCIFAR-10 epsilon=2/255 (first 200 examples)computer vision20Feb 27, 2026
Honesty EvaluationFActScore v1.0llm chat instructionnlp20Feb 26, 2026
Video EditingTGVE benchmarkvideo generation editing20Apr 21, 2026
Symbolic RegressionFeynman Dataset ϵ = 0.0 (test)miscellaneous20Feb 26, 2026
Symbolic RegressionStrogatz Dataset ϵ = 0.0 (test)miscellaneous20Feb 26, 2026