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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 683 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationVision Datasets 20 tasks 1.0 (test)computer vision35May 29, 2026
Safety PerformanceJBBadversarial safety security35Mar 4, 2026
Multivariate distribution estimationSynthetic Data Itabular time series35Feb 26, 2026
Cell type classificationVISp cell_types_25 (test)bio medical35Feb 26, 2026
Open doorMeta-Worldrobotics embodied ai35Feb 26, 2026
Outlier DetectionArrhythmiatabular time series35Jun 16, 2026
Structure-based drug designCrossDocked 2020bio medical35Jun 2, 2026
Sleep Stage ClassificationSleepEDF-20bio medicaltabular time series35May 19, 2026
GP regressionKernel Cookbook 1.0 (test)tabular time series35Feb 26, 2026
Question AnsweringWinoGrande, HellaSwag, ARC-e, ARC-c, PIQA Averagenlp35Feb 26, 2026
Time Series ForecastingDaily Gold Pricetabular time series35Feb 26, 2026
Offline Reinforcement LearningHopper medium-expertrobotics embodied ai35May 29, 2026
KnowledgeGPQAnlp35Mar 4, 2026
Long-context evaluationRULER 8kllm chat instruction35Feb 27, 2026
Long-context evaluationRULER 4kllm chat instruction35Jul 3, 2026
Node ClassificationWikiCS (test)graph35Jul 1, 2026
Multimodal RecommendationPetmultimodalnlp35May 19, 2026
Collaborative FilteringAmazon-Booktabular time series35Feb 26, 2026
Sequential RecommendationAmazon Instruments (test)tabular time series35Mar 30, 2026
Sequential RecommendationAmazon CDs and Vinyl (test)tabular time series35May 15, 2026
RecommendationSteamtabular time series35Jun 4, 2026
3D ReconstructionGSO3d vision geometry35Jul 2, 2026
Polyp SegmentationCVC-ClinicDB (seen)computer visionbio medical35Apr 21, 2026
Polyp SegmentationKvasir-SEG (seen)computer visionbio medical35Apr 21, 2026
Polyp SegmentationCVC-ColonDB (unseen)computer visionbio medical35Apr 21, 2026