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Table 1 The results of PASCAL VOC 2007 test set

From: Adaptive cascade single-shot detector on wireless sensor networks

Method mAP Aero Bike Bird Boat Bottle Bus Car Cat Chair Cow Table Dog Horse Mbike Person Plant Sheep Sofa Train TV
Faster R-CNN 73.2 76.2 79.0 70.9 65.5 52.1 83.1 84.7 86.4 52.0 81.9 65.7 84.8 84.6 77.5 76.7 38.8 73.6 73.9 83.0 72.6
YOLO V2 73.4 86.3 82.0 74.8 59.2 51.8 79.8 76.5 90.6 52.1 78.2 58.5 89.3 82.5 83.4 81.3 49.1 77.2 62.4 83.8 68.7
SSD300 74.3 75.5 80.2 72.3 66.3 47.6 83.0 84.2 86.1 54.7 78.3 73.9 84.5 85.3 82.6 76.2 48.6 73.9 76.0 83.4 74.0
SSD512 76.8 82.4 84.7 78.4 73.8 53.2 86.2 87.5 86.0 57.8 83.1 70.2 84.9 85.2 83.9 79.7 50.3 77.9 73.9 82.5 75.3
EAO300 74.9 75.7 80.1 74.3 66.6 53.6 82.0 83.6 85.7 58.6 78.2 75.9 83.7 83.3 82.7 77.2 49.9 73.9 75.3 82.6 74.6
EAO512 78.1 85.7 85.4 78.8 71.3 55.4 84.9 87.3 86.9 59.2 82.8 74.3 85.9 87.1 85.7 81.9 54.5 78.7 74.1 84.9 76.3