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Benchmarks

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

309,131 benchmarksPage 1919 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object DetectionKITTIcomputer vision18Mar 30, 2026
Mobile GUI AgentsAndroidWorld 138 tasks (test)agents tool userobotics embodied ai18Feb 26, 2026
Optic Disc and Optic Cup SegmentationOD/OC (Domain B)computer visionbio medical18Mar 13, 2026
Fine-grained visual understandingV* Benchcomputer vision18Feb 26, 2026
Open-Vocabulary SegmentationNatural-scene (NS) benchmark suite V21, PC60, COCO-O, V20, PC59, COCO-S, City, ADEcomputer vision18Feb 26, 2026
Spatial ReasoningSTI-Benchnlp18Feb 26, 2026
Deepfake DetectionDeepfakeBench Cross Domain multiple (test)computer visionadversarial safety security18Feb 26, 2026
Medical Visual Question AnsweringMedical VQA Suite (MMMU-Med, VQA-RAD, SLAKE, PathVQA, PMC-VQA, OmniMedVQA, MedXpertQA)multimodalbio medical18Feb 26, 2026
Monocular Visual OdometryVIVID in_rob_local3d vision geometryrobotics embodied ai18Feb 26, 2026
RetrievalTHINGS-EEG (test)retrieval search rag18Feb 26, 2026
Brain disorder classificationMātaibio medical18Feb 26, 2026
Brain disorder classificationABIDE-120 Five-fold (cross-val)bio medical18Feb 26, 2026
Brain disorder classificationTaoWu Five-fold (cross-val)bio medical18Feb 26, 2026
Brain disorder classificationABIDE-300 (Five-fold cross-val)bio medical18Feb 26, 2026
Brain disorder classificationABIDE-240 (Five-fold cross-validation)bio medical18Feb 26, 2026
Brain disorder classificationABIDE 180 (Five-fold cross-validation)bio medical18Feb 26, 2026
Text-to-motion generationSnapMoGen (test)computer visionnlp18May 13, 2026
Low-Light Video EnhancementSMIDcomputer vision18Feb 26, 2026
GroundingUI-Visioncomputer visionnlp18Feb 26, 2026
GroundingMMbenchcomputer visionnlp18Feb 26, 2026
GroundingVenusBench GDcomputer visionnlp18Feb 26, 2026
WatermarkingAMBERimage generation editing18Feb 26, 2026
Smoke SegmentationHyperspectral Smoke Segmentation Dataset Total (test)computer vision18Feb 26, 2026
Smoke SegmentationHyperspectral Smoke Segmentation Dataset Large (test)computer vision18Feb 26, 2026
Smoke SegmentationHyperspectral Smoke Segmentation Dataset Small (test)computer vision18Feb 26, 2026