List your company

Research

Benchmarks

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

309,131 benchmarksPage 2161 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Out-of-Distribution DetectionImageNet-100-LTcomputer visiontabular time series16May 19, 2026
Multimodal UnderstandingMathVistamultimodal16May 19, 2026
Multimodal UnderstandingMMEmultimodal16May 19, 2026
Calibration Error EstimationSynthetic binary distribution predictor f (test)tabular time series16May 19, 2026
Privacy PreservationNews (test)adversarial safety security16May 19, 2026
Privacy PreservationBeijing (test)adversarial safety security16May 19, 2026
Privacy PreservationShoppers (test)adversarial safety security16May 19, 2026
Privacy PreservationDefault (test)adversarial safety security16May 19, 2026
Privacy PreservationAdult (test)adversarial safety security16May 19, 2026
Tabular Data Generation6 standard data sets Adult, Default, Shoppers, Magic, Beijing, Newstabular time series16May 19, 2026
RetrievalLazRetrievalretrieval search rag16May 19, 2026
Pose CorrectionEuRoCcomputer vision3d vision geometry16May 19, 2026
Inducing target responseVQA Irrel. v2computer visionnlp+116May 19, 2026
Inducing target responseVQA Sim. v2computer visionnlp+116May 19, 2026
Inducing target responseVQA Exact v2computer visionnlp+116May 19, 2026
Question AnsweringConflictQA (test)nlp16Jun 30, 2026
Inter-rater agreementCollaboration Dimensions Assessmentmiscellaneous16May 19, 2026
Generated Video DetectionGenVideo Hot-Shotvideo generation editingcomputer vision16Jun 11, 2026
Image EditingGEdit-Benchimage generation editing16Jun 12, 2026
Time-series Forecasting11 benchmark sections (BioTIME, Ember Monthly, OWID Dietary, CDC Weekly Deaths, BLS QCEW, EPA AirData AQI, NOAA Storm Events, NYC TLC Trip, Queue Homogeneous, Queue Nonhomogeneous, Queue Combined) (average across sections)tabular time series16May 19, 2026
Heterogeneous Face RecognitionIRIS Thermal Visible Face Databasecomputer vision16May 19, 2026
General Language UnderstandingHeld-out capability suite (test)nlp16May 19, 2026
Knowledge InjectionKGFACT-LARGE (train)nlpllm chat instruction16May 19, 2026
GUI AgentWebVoyageragents tool use16May 19, 2026
Molecular Interaction (MI) PredictionCombiSolv Chromophorebio medical16May 19, 2026