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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 2056 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sewer Pipe Defect SegmentationCulvert sewer pipe defect dataset originalcomputer vision17Feb 26, 2026
Potato Disease ClassificationPotato disease datasetcomputer visionbio medical17Feb 26, 2026
Action RecognitionDailyDVS-200 (test)computer vision17Feb 26, 2026
Histopathology Anomaly DetectionBRACSbio medicalcomputer vision17Feb 26, 2026
Histopathology Anomaly DetectionNCT-CRCbio medicalcomputer vision17Feb 26, 2026
Histopathology Anomaly DetectionSICAP v2bio medicalcomputer vision17Feb 26, 2026
Histopathology Anomaly DetectionCamelyon16 HISbio medicalcomputer vision17Feb 26, 2026
Video CompressionHEVC ClassBvideo generation editing17Mar 10, 2026
Zero-shot ClassificationOxfordPetsnlpcomputer vision17Feb 27, 2026
PCB Defect AnalysisUniPCBcomputer vision17Feb 26, 2026
Novel View SynthesisSeaThru-NeRF Curasao3d vision geometry17Apr 7, 2026
Image RestorationTOLEDcomputer vision17Feb 26, 2026
Glaucoma TD Progression forecastingHarvard-GDP (test)bio medicaltabular time series17Feb 26, 2026
Class-Incremental LearningFour within-domain datasets average (test)computer visiontabular time series17Feb 26, 2026
Document UnderstandingAI2D (test)computer visionnlp17Mar 12, 2026
End-to-end DrivingNAVSIM v2 (test)robotics embodied ai17Jun 1, 2026
Appearance RenderingFAST-LIVO2computer vision17Mar 18, 2026
Inpainting (random)ImageNetimage generation editing17Mar 4, 2026
Inpainting (random)FFHQimage generation editing17May 28, 2026
Image-Text MatchingSugarCrepemultimodalcomputer vision+117Feb 26, 2026
Sketch ReconstructionDS2computer vision3d vision geometry17Mar 23, 2026
Multi-modal Instruction FollowingLLaVA-Wildllm chat instructionmultimodal17Mar 4, 2026
3D Object DetectionV2X-Real3d vision geometrycomputer vision17Jun 29, 2026
Medical Multi-task Visual ReasoningMedAD-38K (test)bio medicalcomputer vision+117Feb 26, 2026
Video UnderstandingOV-Bench 1.0 (test)computer vision17Feb 26, 2026