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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 14 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Interactive Decision-makingALFWorldrobotics embodied aiInteractive Decision-making on ALFWorld performance trend398Jul 3, 2026
Image ClassificationMNISTcomputer visionImage Classification on MNIST (Accuracy) performance trend398Mar 13, 2026
Node ClassificationRoman-EmpiregraphNode Classification on Roman-Empire performance trend398Jun 25, 2026
Image ClassificationOxford-IIIT Petscomputer vision398Jul 2, 2026
Language ModelingWikiText2 v1 (test)nlpLanguage Modeling on WikiText2 v1 (test) performance trend396Jun 15, 2026
Image ClassificationSVHNcomputer visionImage Classification on SVHN performance trend395Mar 24, 2026
Oriented Object DetectionDOTA v1.0 (test)computer visionOriented Object Detection on DOTA v1.0 (test) performance trend395Jun 4, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlpMathematical Reasoning on AIME 2024 (Accuracy and Token Usage) performance trend394Jun 24, 2026
Code GenerationHumanEval+code developer aiCode Generation on HumanEval+ performance trend393May 29, 2026
Knowledge EditingZSREnlpllm chat instructionKnowledge Editing on ZSRE performance trend393Jun 23, 2026
Point Cloud Registration3DMatch (test)3d vision geometryPoint Cloud Registration on 3DMatch (test) performance trend393Apr 7, 2026
2D Human Pose EstimationCOCO 2017 (val)computer vision2D Human Pose Estimation on COCO 2017 (val) performance trend393Jul 8, 2026
Hallucination EvaluationCHAIRllm chat instructionnlpHallucination Evaluation on CHAIR performance trend393May 20, 2026
Change DetectionWHU-CD (test)computer visionChange Detection on WHU-CD (test) performance trend392Jun 11, 2026
Long-term forecastingETTm2tabular time series391Jun 23, 2026
3D Question AnsweringScanQA (val)3d vision geometrynlp3D Question Answering on ScanQA (val) performance trend391Jul 9, 2026
Multimodal Sentiment AnalysisCMU-MOSI (test)multimodalnlpMultimodal Sentiment Analysis on CMU-MOSI (test) performance trend390Jun 16, 2026
Link PredictionWN18RR (test)graphLink Prediction on WN18RR (test) performance trend390Jun 29, 2026
Image ClassificationFMNIST (test)computer vision388Jun 16, 2026
Mathematical ReasoningGSM8kllm chat instructionnlpMathematical Reasoning on GSM8k (Accuracy) performance trend388May 19, 2026
Image ClassificationImageNetcomputer vision384Jun 25, 2026
Image ClassificationStanfordCarscomputer visionImage Classification on StanfordCars performance trend384May 27, 2026
Language ModelingWiki2nlp382Jun 23, 2026
Mathematical ReasoningMathVistallm chat instructionnlpMathematical Reasoning on MathVista (Accuracy) performance trend382May 22, 2026
Reasoning SegmentationReasonSeg (val)computer visionReasoning Segmentation on ReasonSeg (val) performance trend382Jul 7, 2026