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ResearchFormerly WizWand

Object Detection on MS-COCO Standard 1% 2017 (val)

21.88AP (IoU 0.50:0.95)MUM
8.536812.000915.46518.9291Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MUMBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.1121.88
Unbiased TeacherBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.1120.75
ISMTBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.1118.88
Instant TeachingBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.1118.05
STACBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.1113.97
CSDBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.1110.51
SupervisedBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=1%2021.119.05