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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 597 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Zero-shot EvaluationVarious Tasks Average (test)nlpllm chat instruction38Feb 26, 2026
Jailbreak Attack EvaluationTRIDENT COREadversarial safety security38Feb 26, 2026
GUI NavigationAITWagents tool userobotics embodied ai38Jun 30, 2026
Low-Light Image EnhancementMIT-Adobe FiveKcomputer vision38Jul 7, 2026
Natural Language Processing7 NLP Tasks (test)nlp38Apr 3, 2026
Multi-modal Vision-Language UnderstandingMMVetmultimodalcomputer vision+138Feb 26, 2026
Object DetectionMS-COCOcomputer vision38Feb 27, 2026
Geometry problem solvingMathVista GPS3d vision geometrynlp38Feb 26, 2026
Video Question AnsweringLVBenchmultimodalcomputer vision38May 26, 2026
Science Question AnsweringSQA-Inlpbio medical38Jun 1, 2026
Infrared-visible Image FusionMSRScomputer vision38May 14, 2026
ClassificationCIFAR10computer visionnlp+338Feb 26, 2026
Composed Image RetrievalGeneCIS (test)computer visionnlp38Feb 26, 2026
Image Quality AssessmentCVIUcomputer vision38Feb 26, 2026
Continual Visual Question AnsweringVQA v2 (test)computer visionnlp+138Jul 3, 2026
Image Super-ResolutionManga109 x4 scale (test)computer vision38May 26, 2026
Adversarial AttackCIFAR100adversarial safety securitycomputer vision38May 21, 2026
ClassificationFGVCAircraftcomputer visionnlp+338Apr 7, 2026
Defect DetectionMVTec-ADcode developer ai38Apr 23, 2026
Scene ClassificationNWPUcomputer vision38Feb 27, 2026
Maximum Independent SetRB [200-300]graph38Jun 1, 2026
Dialogue ReasoningMUTUALllm chat instructionnlp38May 15, 2026
Object DetectionOV-LVIScomputer vision38Jul 3, 2026
Fraud DetectionAmazon (test)tabular time series38Mar 11, 2026
Community Detectionogb-arxivgraph38Feb 26, 2026