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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1382 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Quantization Performance SummaryAggregated Benchmarks HellaSwag, MMLU, Arc-C, MATH-500miscellaneous22Feb 27, 2026
Mathematical ReasoningMath500llm chat instructionnlp22Feb 26, 2026
Multimodal deep search and reasoningBrowseComp V3retrieval search ragmultimodal+122Feb 26, 2026
Object Goal NavigationHM3D V2 (val)robotics embodied aicomputer vision22Mar 24, 2026
Precipitation NowcastingCIKMtabular time series22Jun 4, 2026
3D Object Detection (Pedestrian)KITTI (test)3d vision geometrycomputer vision22Feb 27, 2026
Image ReconstructionWaymocomputer vision22Apr 7, 2026
Image ClassificationImageNet 1k (val)computer vision22Feb 26, 2026
Medical order extractionSIMORD (test)bio medicalnlp22Feb 26, 2026
Semantic SegmentationPASTIS (test)computer vision22May 21, 2026
Fetal Head SegmentationES-TCBcomputer visionbio medical22Feb 26, 2026
No-Reference Image Quality AssessmentAverage across all datasetscomputer vision22Jun 30, 2026
Point Cloud Quality AssessmentSJTU WPC (cross-dataset)3d vision geometry22Feb 26, 2026
Keyword SpottingGSCspeech audio22Feb 26, 2026
Automatic Speech RecognitionLibri-Adapt Exp. 2speech audio22Feb 26, 2026
Automatic Speech RecognitionTED-Lium 20 (test)speech audio22Feb 26, 2026
Automatic Speech RecognitionSPGISpeech 19 (test)speech audio22Feb 26, 2026
Automatic Speech RecognitionLibriSpeech clean 18speech audio22Feb 26, 2026
Audio ClassificationSESAspeech audio22Jun 18, 2026
Child's Automatic Speech RecognitionRSRspeech audio22Feb 26, 2026
Audio Spoof DetectionPartialSpoof (PS) (test)speech audio22Feb 26, 2026
Motion PlanningnuScenesrobotics embodied ai22Jul 7, 2026
Sensor Data ProvisioningEDGAR and vEDGAR HiLtabular time series22Feb 26, 2026
Instance-Image-Goal NavigationHM3Drobotics embodied aicomputer vision22May 20, 2026
Trajectory Optimization and Tracking1/10-scale racing simulation platform Numerical Simulation 1.0robotics embodied ai22Feb 26, 2026