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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 457 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Deep ResearchBrowseComp-ZH (BC-zh) original (test)miscellaneous45Feb 26, 2026
Grid-world NavigationFrozenLake reward reversal Hidden driftrobotics embodied ai45Feb 26, 2026
Knowledge EvaluationNatural Questions (NQ) (Evaluation)nlp45Apr 6, 2026
Jailbreak AttackPrefilling Attack 40 tokensadversarial safety security45Feb 26, 2026
Jailbreak AttackPrefilling Attack 20 tokensadversarial safety security45Feb 26, 2026
Jailbreak AttackPrefilling Attack 10 tokensadversarial safety security45Feb 26, 2026
ReasoningReasoning Suite Averagellm chat instructionnlp45Apr 28, 2026
Text ClassificationBANKING77 Dir(0.01) (test)nlp45Feb 26, 2026
Spatio-Temporal ForecastingTaxiBJtabular time series45Mar 25, 2026
Anomaly DetectionBr35Htabular time series45Apr 14, 2026
Trajectory PredictionETH UCY (Univ)robotics embodied aitabular time series45Jun 17, 2026
Video ReconstructionWebVid 10Mvideo generation editing45Apr 21, 2026
End-to-end planningnuScenesrobotics embodied aiEnd-to-end Planning on nuScenes performance trend45May 13, 2026
Visual OdometryKITTIcomputer vision3d vision geometry45Apr 27, 2026
Mesh Saliency PredictionProposed Dataset Non-textured 1.0 (test)3d vision geometry45Feb 26, 2026
Mesh Saliency PredictionProposed Dataset Textured Mesh 1.0 (test)3d vision geometry45Feb 26, 2026
Medical Image SegmentationCOVID-CTbio medicalcomputer vision45Mar 19, 2026
Image FittingKodak (test)computer vision45Apr 29, 2026
Video Question AnsweringVideoMMEmultimodalcomputer vision45Apr 21, 2026
Few-shot classificationCPTAC k=25 positive samples (test)computer visionnlp+145Feb 26, 2026
Few-shot ClassificationCPTACcomputer visionnlp+145Feb 26, 2026
Vision UnderstandingMMVPcomputer visionmultimodal45Jun 23, 2026
Style TransferMS-COCO (content) + WikiArt (style) (test)image generation editingnlp45May 27, 2026
Knowledge EditingVLKEBnlpllm chat instruction45Feb 26, 2026
Image ClassificationUCFcomputer vision45May 7, 2026