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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 738 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Monocular Depth EstimationDDAD3d vision geometrycomputer vision33Jun 16, 2026
Multi-task Language UnderstandingCMMLUnlpllm chat instruction33Jun 19, 2026
Node ClassificationComputers Random rho=25.50 (test)graph33Feb 26, 2026
Multimodal Mathematical ReasoningMathVerse (test)multimodalnlp+133Mar 31, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp33Feb 26, 2026
Multimodal Knowledge and MathMMMU (val)multimodalnlp+133May 14, 2026
Metric Depth EstimationNYU Metric Depth v2 (test)3d vision geometry33Mar 20, 2026
Anomaly detectionAmazontabular time series33Mar 17, 2026
Facial Expression RecognitionAffWild2 (test)computer vision33Feb 26, 2026
3D Anomaly LocalizationReal3D-AD3d vision geometrycomputer vision33May 6, 2026
Graph ClassificationREDDIT MULTI-5Kgraph33Jun 26, 2026
Text-to-Image RetrievalSV-1kmultimodalretrieval search rag33Feb 26, 2026
Open-vocabulary SegmentationPASCAL Contextcomputer vision33May 12, 2026
Scientific ReasoningSciBenchnlp33May 27, 2026
Video reconstructionMotionHD (test)video generation editing33Feb 26, 2026
Bias Mitigation for Stereotype QueriesUTKFACE Gendernlpadversarial safety security33Mar 20, 2026
Bias Mitigation for Stereotype QueriesUTKFACE Racenlpadversarial safety security33Mar 20, 2026
Road ExtractionSpaceNetcomputer vision33Apr 20, 2026
Compositional ReasoningWinogroundcomputer visionnlp33Jul 7, 2026
MaxCutGset (test)graph33Feb 26, 2026
Node ClassificationSquirrel Standard (test)graph33Feb 26, 2026
Node ClassificationChameleon Standard (test)graph33Feb 26, 2026
Harmlessness evaluationHarmfulQAadversarial safety security33Feb 26, 2026
Harmlessness evaluationBeavertailsadversarial safety security33Feb 26, 2026
Reasoning evaluationDialogSumllm chat instructionnlp33Feb 26, 2026