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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 1350 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long-context reasoningLongGenBench 4Kllm chat instruction22May 29, 2026
Risk StratificationRetrospective multimodal cardiovascular clinical decision-making dataset (test)bio medicaltabular time series22May 29, 2026
Image ClassificationCIFAR-10 balanced setting (test)computer vision22May 29, 2026
Android GUI AutomationAndroidWorld Mrobotics embodied ai22May 29, 2026
GUI Agent InteractionMemory-World (test)agents tool userobotics embodied ai22May 29, 2026
Natural Language Graph ReasoningNLGraph (test)graphnlp22May 29, 2026
Natural Language Graph ReasoningNLGraph (val)graphnlp22May 29, 2026
Knowledge ReasoningK-Cross (test)nlpgraph22May 29, 2026
Knowledge ReasoningK-Cross (val)nlpgraph22May 29, 2026
Forgery detectionCeleb-DF v2computer vision22May 29, 2026
Forgery detectionDFDCPcomputer vision22May 29, 2026
Object Hallucination DetectionObject Hall-Benchcomputer visionmultimodal22May 29, 2026
Symbolic RegressionLung Cancer with Chemo & Radio (LC-CR) (test)miscellaneous22May 29, 2026
Personalized News CategorizationLaMP 2Nnlptabular time series22Jun 4, 2026
Personalized Movie TaggingLaMP-2Mnlp22Jun 4, 2026
Personalized Citation IdentificationLaMP-1retrieval search ragnlp22Jun 4, 2026
Personalized Scholarly Title GenerationLaMP-5 v1 (test)nlp22Jun 4, 2026
Personalized News Headlines GenerationLaMP-4 v1 (test)nlp22Jun 4, 2026
Time-series forecastingM5 itemstabular time series22May 28, 2026
Time-series forecastingM4 monthlytabular time series22May 28, 2026
Multimodal Understanding and Question AnsweringLLaVA 7B Evaluation Suite (GQA, MMBench, MMBench-CN, MME, POPE, ScienceQA, VQAv2, TextVQA, SEED-Bench, VizWiz) 1.5multimodalcomputer vision+122May 28, 2026
Mask-prediction (MASK_FORECAST_25)Function-Composition Tier 1 IDcomputer vision22May 28, 2026
Multimodal UnderstandingVMCBenchmultimodal22Jun 19, 2026
Chess move predictionABB (first 10 plies omitted)miscellaneous22May 28, 2026
Mathematical ReasoningMATH500, AIME24, AIME25, AMC23llm chat instructionnlp22May 28, 2026