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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 46 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Knowledge Graph CompletionWN18RR (test)graph194Jun 1, 2026
Relation ExtractionTACRED (test)nlpRelation Extraction on TACRED (test) performance trend194Jun 23, 2026
Closed-loop PlanningBench2Driverobotics embodied aiClosed-loop Planning on Bench2Drive performance trend194Jul 7, 2026
Sequential RecommendationAmazon Beauty (test)tabular time series194Jun 30, 2026
Visual Question AnsweringVizWizmultimodalcomputer vision+1Visual Question Answering on VizWiz (Accuracy) performance trend193Jul 7, 2026
Image Classification8-task Vision Benchmarkcomputer vision193May 28, 2026
Visual Mathematical ReasoningWeMathmultimodalcomputer vision+1193Jun 23, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+1193Mar 30, 2026
Code GenerationMBPPcode developer aiCode Generation on MBPP (pass@1, pass@80) performance trend193Mar 16, 2026
Deepfake DetectionDFDcomputer visionadversarial safety security193Jun 2, 2026
Text-to-image GenerationMS-COCOimage generation editingText-to-image Generation on MS-COCO performance trend193Jul 8, 2026
Visual Object TrackingUAV123computer visionVisual Object Tracking on UAV123 performance trend193May 11, 2026
Semantic SegmentationPotsdam (test)computer vision193May 12, 2026
Medical Image SegmentationISIC 2018bio medicalcomputer visionMedical Image Segmentation on ISIC 2018 performance trend193Jun 19, 2026
Linear RegressionSynthetic Multi-task Linear Regression (n=d=50, K=40, epsilon=0.2)tabular time series192Jul 7, 2026
Traffic Risk PredictionI-80 Datasettabular time series192Jun 29, 2026
Linear RegressionSynthetic Linear Regressiontabular time series192Jun 15, 2026
Medical Visual Question AnsweringVQA-Med Openmultimodalbio medical192Apr 6, 2026
Language ModelingWT2, PTB, and C4 Macro Average (test)nlp192Mar 23, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp192Jun 26, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlpMathematical Reasoning on AIME 2025 (Pass@1 Accuracy) performance trend192Jun 2, 2026
Image ClassificationCIFAR-10 LTcomputer vision192Jun 16, 2026
Image ClassificationFashionMNISTcomputer vision192Jun 23, 2026
Multivariate Time Series ForecastingETTh2 (test)tabular time seriesMultivariate Time Series Forecasting on ETTh2 (test) performance trend192May 26, 2026
Monocular Depth EstimationNYU v23d vision geometrycomputer visionMonocular Depth Estimation on NYU v2 performance trend192Jul 7, 2026