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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 1729 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Optical Character RecognitionOCRBench English v2computer vision19Feb 26, 2026
Canonical Text RecognitionChinese recognitioncomputer visionnlp19Feb 26, 2026
Text Structural Anomaly PerceptionChinese recognitionnlp19Feb 26, 2026
Canonical Text RecognitionEnglish recognitioncomputer visionnlp19Feb 26, 2026
Text Structural Anomaly PerceptionEnglish recognitionnlp19Feb 26, 2026
Grid-based Spatio-Temporal ForecastingTraffic-SH long-term (24 -> 24avg) (test)tabular time series19Feb 27, 2026
Camouflaged Object SegmentationCHAMELEON 87 (test)computer vision19Feb 26, 2026
Robotic ManipulationRoboTwin Easy 2.0robotics embodied ai19May 29, 2026
Human-robot teaming for household object rearrangementVirtualHome 2.0 (test)robotics embodied ai19Feb 26, 2026
Multi-robot coordinationSimWorld 2 robots (IV.A)robotics embodied ai19Feb 26, 2026
Face Anti-SpoofingOULU-NPU CASIA-MFSD Idiap MSU-MFSD Average (test)computer vision19Jul 3, 2026
Medical Image SegmentationAMOS CTbio medicalcomputer vision19Jun 16, 2026
3D Anomaly DetectionEyecandies3d vision geometrycomputer vision19Jun 25, 2026
Perspective-aware spatial reasoningCOMFORT Visual Illusionscomputer vision3d vision geometry19Feb 26, 2026
Egocentric spatial reasoningCOCOSPATIAL3d vision geometryrobotics embodied ai19Feb 26, 2026
Allocentric Spatial Reasoning3DSRBench3d vision geometryrobotics embodied ai19Feb 26, 2026
Allocentric Spatial ReasoningCOMFORT#3d vision geometryrobotics embodied ai19Feb 26, 2026
Fine-grained classificationImageNet base classescomputer vision19Feb 27, 2026
Fine-grained Image ClassificationFlowers102 (base classes)computer vision19Feb 27, 2026
Open-loop Autonomous Driving PlanningNAVSIM 1.0 (test)robotics embodied ai19Feb 26, 2026
Image ClassificationKneeXraycomputer vision19Jun 24, 2026
Image ClassificationRETINAcomputer vision19Jun 24, 2026
3D Shape CompletionSynthetic data (test)3d vision geometry19Feb 26, 2026
Depth EstimationNYUv2 1 (test)3d vision geometry19Feb 26, 2026
Hallucination EvaluationHallBllm chat instructionnlp19Feb 26, 2026