List your company

Research

Benchmarks

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

309,131 benchmarksPage 1824 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Knowledge-Based Visual Question AnsweringINFOSEEKmultimodalnlp18May 20, 2026
Knowledge-Based Visual Question AnsweringE-VQAmultimodalnlp18May 20, 2026
Next-month anomaly forecastingNCEP/NCAR Reanalysis 1 (held-out period 1980-2023)tabular time series18May 20, 2026
Earnings ForecastingSwedish LISA register dataset Cohorts 1983–1985 (test)tabular time series18May 20, 2026
Image SegmentationADEcomputer vision18May 20, 2026
Math Word Problem SolvingGSM8K (test)llm chat instructionnlp18May 20, 2026
Multi-domain generalizationCORe50 Hardcomputer vision18May 20, 2026
Multi-domain generalizationPACScomputer vision18May 20, 2026
Multi-domain generalizationDigits-DGcomputer vision18May 20, 2026
Personal FinancePersonal Financetabular time series18May 20, 2026
Targeted AttackSynthetic Financeadversarial safety security3d vision geometry18May 20, 2026
Targeted AttackEnron Emailadversarial safety security3d vision geometry18May 20, 2026
Targeted AttackHealthcareMagic-101adversarial safety security3d vision geometry18May 20, 2026
Untargeted data extraction attackHealthcareMagic-101adversarial safety securitybio medical18May 20, 2026
Time Series OOD GeneralizationUCIHAR, UniMiB-SHAR, EMG, Opportunity Aggregatedtabular time series18May 20, 2026
Time Series OOD GeneralizationOpportunitytabular time series18May 20, 2026
Time Series OOD GeneralizationEMGtabular time series18May 20, 2026
Time Series OOD GeneralizationUniMiB-SHARtabular time series18May 20, 2026
Time Series OOD GeneralizationUCIHARtabular time series18May 20, 2026
Conversational Tool-useτ²-Benchagents tool usellm chat instruction18May 28, 2026
Binary Classification16 binary datasetstabular time series18May 19, 2026
Targeted evasionWinAPI-AdvMal (test)adversarial safety security18May 19, 2026
Image ClassificationImageNetcomputer vision18May 19, 2026
Perception-intensive ReasoningMME-RealWorld-Lite (MRWL)multimodalcomputer vision+118May 19, 2026
Visual Search and Perception-intensive ReasoningHR-Bench 8Kcomputer visionmultimodal18May 19, 2026