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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 360 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Referring SegmentationRefCOCOg (test)computer visionmultimodalReferring Segmentation on RefCOCOg (test) performance trend52Jul 8, 2026
Material ClassificationFMD (test)computer vision52Mar 19, 2026
Malicious AgentPoisonRAGadversarial safety securityagents tool use52Apr 28, 2026
Prompt InjectionGSM8kadversarial safety security52Apr 28, 2026
Prompt InjectionCSQAadversarial safety security52Apr 28, 2026
Reward ModelingRM Bench Codellm chat instruction52Feb 26, 2026
Reward ModelingReward Bench Mathllm chat instruction52Feb 26, 2026
Medical Visual Question AnsweringMedXpertQAmultimodalbio medical52Jun 11, 2026
Single-hop QANQ (Natural Questions)nlpretrieval search rag52May 13, 2026
Linguistic and Cultural CompetencyPolish Linguistic and Cultural Competency Benchmark (PLCC)nlp52Feb 26, 2026
Membership Inference AttackMIMIR Githubadversarial safety security52Apr 1, 2026
Mathematical ReasoningCompetition-level Math Benchmarks AIME24, AIME25, AMC23, MATH500, Olympiad, Minervallm chat instructionnlp52Jun 26, 2026
Question AnsweringMultifieldQAnlp52Feb 26, 2026
Agentic Web BrowsingBrowseComp-ZHagents tool useretrieval search rag52May 19, 2026
Spatial ReasoningRealWorldQAnlp52May 26, 2026
Image GenerationGenEval (test)image generation editing52Jun 25, 2026
Mathematical Problem SolvingAIMEnlpagents tool use52Mar 5, 2026
Traffic Signal ControlJinan-2robotics embodied aiTraffic Signal Control on Jinan-2 performance trend52Apr 29, 2026
PlanningTraffic Norms Domainrobotics embodied ai52Feb 26, 2026
Harmful score evaluationBeaverTails (test)adversarial safety security52May 15, 2026
GUI GroundingOSWorld-G (test)computer visionnlp52Feb 26, 2026
Jailbreak AttackRedTeam 2Kadversarial safety security52Mar 19, 2026
Claim VerificationPerplexityAI (test)nlp52Feb 26, 2026
Retrieval-Augmented Generation (RAG)TriviaQAretrieval search ragllm chat instruction52Feb 26, 2026
Retrieval-Augmented Generation (RAG)NQretrieval search ragllm chat instruction52Feb 26, 2026