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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 1726 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal ReasoningMMVet v1 (val)multimodalnlp19Mar 5, 2026
Multimodal UnderstandingMMBench-CN v1.1 (dev)multimodal19Mar 5, 2026
Multimodal UnderstandingMME v1.0 (val)multimodal19Mar 5, 2026
GPP predictionFLUXNETbio medicaltabular time series19Mar 11, 2026
Node ClassificationCora Planetoid public splitgraph19Mar 18, 2026
ClusteringNStabular time series19Mar 9, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp19Mar 4, 2026
Audio UnderstandingMMAU audiospeech audio19Jun 4, 2026
Ship Trajectory PredictionCFDPtabular time series19Mar 4, 2026
Ship Trajectory PredictionCSJPtabular time series19Mar 4, 2026
Speech EnhancementURGENT Challenge 2025 (non-blind test)speech audio19Mar 4, 2026
Instruction-based Image EditingGroundEdit-Benchimage generation editingllm chat instruction19Mar 4, 2026
Mathematical ReasoningMATHllm chat instructionnlp19Mar 4, 2026
Aggregate Multimodal EvaluationEvaluation Suite Averagemultimodal19Mar 4, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+119Mar 4, 2026
Regressionelevatortabular time series19Mar 4, 2026
Multimodal UnderstandingMMMU-Pro visionmultimodal19Apr 29, 2026
Adversarial AttackOxford Pets 2012 (test)adversarial safety securitycomputer vision19Mar 4, 2026
GeometryMATH-Vision (mini)3d vision geometry19Mar 4, 2026
Blood glucose predictionT1DEXIbio medicaltabular time series19Mar 4, 2026
Image EditingImgEdit GPT-4.1 (test)image generation editing19Mar 4, 2026
Web Phishing Detectionknowphish-dataset (test 1)nlpadversarial safety security19Mar 4, 2026
ML EngineeringMLE-Bench official (test)miscellaneous19Mar 4, 2026
Incremental Object DetectionCOCO 2017 (70-10)computer vision19Mar 4, 2026
Incremental Object DetectionCOCO 2017 (40-40)computer vision19Mar 4, 2026