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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 2145 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Test-Time Scaling SelectionRouterBench Quality-Prioritymiscellaneous16Jun 1, 2026
Test-Time Scaling SelectionRouterBench Cost-Sensitivemiscellaneous16Jun 1, 2026
One-step next-observation predictionAgentGym Unweighted Average (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionWordle (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionWebShop (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionTextCraft (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionSciWorld (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionMaze (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionBabyAI (test)robotics embodied ai16Jun 1, 2026
One-step next-observation predictionAlfWorld (test)robotics embodied ai16Jun 1, 2026
ForecastingFutureXtabular time series16Jun 1, 2026
ForecastingProphet Arenatabular time series16Jun 1, 2026
Safety EvaluationWildTeamingadversarial safety security16Jun 1, 2026
Temporal Sentence GroundingCharades-STA (test)computer visionnlp16Jun 1, 2026
Web-based Shopping SimulationWebShop (test)agents tool useretrieval search rag16Jun 1, 2026
Embodied Task CompletionALFWorld (test)robotics embodied ai16Jun 1, 2026
Question AnsweringOBQAnlp16Jun 15, 2026
Safety-Utility Trade-offIFEval and AdvBenchadversarial safety securityllm chat instruction16Jun 1, 2026
General ReasoningARC Challengellm chat instructionnlp16Jun 1, 2026
Instruction FollowingIFEvalllm chat instruction16Jun 1, 2026
Text ClassificationMARC Englishnlp16Jun 1, 2026
Text ClassificationMARC Frenchnlp16Jun 1, 2026
Ad-Injected Response GenerationLM-Marketadversarial safety securityllm chat instruction16Jun 1, 2026
Ad-Injected Response GenerationMT-Humanadversarial safety securityllm chat instruction16Jun 1, 2026
Dynamic ManipulationDOMINO 35 suites (full)robotics embodied ai16May 29, 2026