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Directory of AI Benchmarks
18 benchmarks, 133 methods and 249 results.
BenchmarkDescription
MNISTClassify handwritten digits.
CIFAR-10Classify 32x32 colour images into 10 categories.
CIFAR-100Classify 32x32 colour images into 100 categories.
STL-10Image recognition dataset inspired by CIFAR-10.
SVHNStreet View House Numbers dataset.
PASCAL VOC Object DetectionVisual Object Classes 2012 object detection.
PASCAL VOC Object SegmentationVisual Object Classes 2012 object segmentation.
COCO Object DetectionCOCO object detection.
COCO Panoptic SegmentationCOCO panoptic segmentation.
MPI SintelMPI Sintel dataset for optical flow.
KITTI Optical FlowKITTI scene flow 2015.
WMT English-GermanMachine translation between English and German.
WMT English-FrenchMachine translation between English and French.
WMT English-RussianMachine translation between English and Russian.
WMT English-RomanianMachine translation between English and Romanian.
WMT English-CzechMachine translation between English and Czech.
WMT English-FinnishMachine translation between English and Finnish.
NIST 2000 SwitchboardRecognition of conversational speech over telephone.