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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 1443 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
GUI GroundingCUActSpotcomputer visionnlp21May 13, 2026
Complex Infographic GenerationBizGenEval easy (test)image generation editingnlp21May 13, 2026
Complex Infographic GenerationBizGenEval hard (test)image generation editingnlp21May 13, 2026
Confidence alignmentLogiQAllm chat instructionnlp21May 13, 2026
Confidence CalibrationReClor (test)tabular time series21May 13, 2026
Multi-task Language UnderstandingMMLUnlpllm chat instruction21May 13, 2026
Hallucination EvaluationPOPE Overallllm chat instructionnlp21May 15, 2026
Long-Range Interaction ModelingLRIM-16 hardllm chat instruction21May 19, 2026
Multimodal Perception and ReasoningMME-RealWorld Litemultimodalnlp+121Jun 24, 2026
Multi-hop QA RetrievalMuSiQueretrieval search ragnlp21May 13, 2026
Camera Pose EstimationDyCheck3d vision geometrycomputer vision21Jun 30, 2026
Multimodal ReasoningGeo3Kmultimodalnlp21Jun 23, 2026
Tool UseRobustBench-TC Perturbed 1.0 (test)agents tool use21May 13, 2026
Tool UseRobustBench-TC Clean 1.0 (test)agents tool use21May 13, 2026
Depth EstimationNYU v23d vision geometry21Jun 1, 2026
Sequential RecommendationAmazon Fashion (Overall)tabular time series21May 13, 2026
Sequential RecommendationSteam Head Itemtabular time series21May 13, 2026
Sequential RecommendationSteam Tail Itemtabular time series21May 13, 2026
Depth EstimationETH3D3d vision geometry21May 15, 2026
Autonomous Agent Task Execution under InjectionClawBench Overallagents tool useadversarial safety security21May 13, 2026
Autonomous Agent Task Execution under InjectionClawBench (dev)agents tool useadversarial safety security21May 13, 2026
Autonomous Agent Task Execution under InjectionClawBench Officeagents tool useadversarial safety security21May 13, 2026
Autonomous Agent Task Execution under InjectionClawBench Daily Lifeagents tool useadversarial safety security21May 13, 2026
Autonomous Agent Task Execution under InjectionClawBench Socialagents tool useadversarial safety security21May 13, 2026
Major Depressive Disorder DetectionMDDbio medicalnlp21May 13, 2026