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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 375 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RegressionUCI CONCRETE (test)tabular time series51Jun 2, 2026
Time Series ReconstructionMuJoCo (test)tabular time series51Feb 26, 2026
2d Darcy Flow2d Darcy Flow (test)miscellaneous51Feb 26, 2026
Fine-grained classificationFGVC Aircraftcomputer vision51Jun 23, 2026
ClassificationMLLMU-Bench Forget Setcomputer visionnlp+351Jun 2, 2026
Video Question-AnsweringVideoMME wo submultimodalcomputer vision51Feb 26, 2026
Harmful meme detectionMAMI (test)computer visionnlp51Jun 1, 2026
Visual Question AnsweringHRBench 8Kmultimodalcomputer vision+151Apr 15, 2026
Story ReasoningXStoryClozenlpllm chat instructionStory Reasoning on XStoryCloze performance trend51May 14, 2026
Future edge predictionUCI (inductive)graph50Jul 7, 2026
transductive future edge predictionUCIgraph50Jul 7, 2026
Object DetectionCityscapes → Foggy Cityscapes DINO (target-label budget 5%)computer vision50Jul 1, 2026
System Prompt ExfiltrationCline Agent Environmentadversarial safety security50Jun 30, 2026
Time Series ForecastingTraffictabular time series50Jun 19, 2026
Time Series ForecastingETTh2tabular time series50Jun 19, 2026
Diameter EstimationMetal dataset (test)computer vision50Jun 12, 2026
Text-to-Image GenerationGenEval2 In-Domainimage generation editing50Jun 11, 2026
Load forecastingSecond Competition Dataset (test)tabular time series50Jun 9, 2026
Load ForecastingUT Austin dataset (test)tabular time series50Jun 9, 2026
Load ForecastingFirst Competition Datasettabular time series50Jun 9, 2026
ClusteringJAFFE (test)tabular time series50Jun 5, 2026
ClusteringYale Databasetabular time series50Jun 5, 2026
Legal Work Product ReviewHarvey LABnlp50Jun 4, 2026
Question AnsweringMMLUnlp50Jun 2, 2026
Question AnsweringMedQAnlp50Jun 2, 2026