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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 992 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Functional CorrectnessHumanEvalcode developer ai27Jun 5, 2026
Code GenerationHumanEvalcode developer ai27Jun 5, 2026
Skill-selectionToolBench-60 one-hot preference regime (held-out pool)agents tool use27Jun 5, 2026
Multimodal SearchMAT-Searchretrieval search ragmultimodal27Jun 5, 2026
Multimodal SearchHR-MMSearchretrieval search ragmultimodal27Jun 5, 2026
Image DenoisingSet12 Starfish (test)computer vision27Jun 5, 2026
Image DenoisingSet12 Peppers (test)computer vision27Jun 5, 2026
Image ClassificationMNIST (train)computer vision27Jun 5, 2026
Electricity consumption predictionPG&E 50 userstabular time series27Jun 5, 2026
Electricity consumption predictionPG&E dataset 50 userstabular time series27Jun 5, 2026
Electricity consumption predictionPG&E dataset 50 users (test)tabular time series27Jun 5, 2026
XML FuzzingXML fuzzing benchmarksmiscellaneous27Jun 4, 2026
Code Agent TaskTerminal-Bench 2.0agents tool usecode developer ai27Jul 2, 2026
Text-to-SpeechLibriSpeech-PC (test)speech audio27Jul 1, 2026
Feature MatchingMegaDepth larger scale differences3d vision geometrycomputer vision27Jun 4, 2026
Model StealingAIDSadversarial safety security27Jun 4, 2026
Model StealingNCI109adversarial safety security27Jun 4, 2026
Model StealingNCI1adversarial safety security27Jun 4, 2026
Function approximationDimension 1tabular time series27Jun 4, 2026
Overall Driving PerformanceGEODRIVE-BENCH cross-country standard deviationrobotics embodied ai27Jun 4, 2026
OverallGEODRIVE-BENCHnlp27Jun 4, 2026
PlanningGEODRIVE-BENCHrobotics embodied ai27Jun 4, 2026
PerceptionGEODRIVE-BENCHcomputer vision27Jun 4, 2026
Oblivious TransferOT protocols from literaturemiscellaneous27Jun 2, 2026
Agent Safety EvaluationAgentHarm Libraagents tool useadversarial safety security27Jun 2, 2026