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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 1194 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-task aerial image reasoningHRVQA-VL (test)computer visionmultimodal24May 7, 2026
Multi-objective OptimizationDTLZ1-4 End Generation 1.0 (test)miscellaneous24May 7, 2026
Multi-objective OptimizationDTLZ1-4 1.0 (intermediate generation)miscellaneous24May 7, 2026
Multi-Source Domain AdaptationOffice-31computer visiontabular time series24May 7, 2026
Multi-Source Domain AdaptationImageCLEFcomputer visiontabular time series24May 7, 2026
Language Model EvaluationQwen3-0.6B Evaluation Suite averagellm chat instructionnlp24May 7, 2026
Multimodal Language UnderstandingQwen3 1.7Bmultimodalnlp24May 7, 2026
Commonsense ReasoningWinograndenlp24May 7, 2026
Audio-Visual ClassificationCREMA-Dmultimodalspeech audio+124Jul 9, 2026
Long-tailed Class-Incremental LearningImageNet Subset-LTcomputer visiontabular time series24May 6, 2026
Long-tailed Class-Incremental LearningCIFAR-100-LTcomputer visiontabular time series24May 6, 2026
Image ClassificationImageNet Subset (From Half) LT (test)computer vision24May 6, 2026
Image ClassificationCIFAR-100 From Half LT (test)computer vision24May 6, 2026
Agent Safety JudgmentROME Shortcut Decision-Making 1.0adversarial safety securityagents tool use24May 6, 2026
Agent Safety JudgmentROME Contextual Ambiguity 1.0adversarial safety securityagents tool use24May 6, 2026
Agent Safety JudgmentROME Implicit Risks 1.0 (IR)adversarial safety securityagents tool use24May 6, 2026
Agent Safety JudgmentROME Original 1.0 (Seed)adversarial safety securityagents tool use24May 6, 2026
Node ClassificationCoragraph24May 6, 2026
GUI groundingOSWorld-G-Refinecomputer visionnlp24Jul 1, 2026
Reconstruction of Discrete Branching DynamicsCITE 50D (t=3)bio medicaltabular time series24May 4, 2026
Reconstruction of discrete branching dynamics5D EB t=1bio medicaltabular time series24May 4, 2026
Trajectory interpolationEB 50D (held-out time points)robotics embodied ai3d vision geometry+124May 4, 2026
Table ReasoningWTQ + FeTaQA + TabFact Combined (test)nlp24May 4, 2026
Hallucination detectionSummedits (test)llm chat instructionnlp24May 4, 2026
Safety classificationBeaverTails (test)adversarial safety security24May 4, 2026