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Weakly Supervised Object Localization

We evaluated our method on a subset of PASCAL-VOC07, comprising of 42 class/aspect combinations. The following table lists the localization performance on each of the 42 class/aspect combinations (all results are in %). Click on any class name to view the corresponding model and localization results on a few example images.


Classes Localization
Performance
Average 30.31
aeroplane-Left 65.12
aeroplane-Right 82.05
aeroplane-Unspecified 45.35
bicycle-Left 87.5
bicycle-Right 68.0
bicycle-Frontal 3.23
bicycle-Unspecified 17.54
boat-Left 2.27
boat-Right 6.98
boat-Frontal 20.83
boat-Unspecified 17.95
bottle-Unspecified 1.14
bus-Left 28.57
bus-Right 47.83
bus-Unspecified 54.72
chair-Left 1.61
chair-Right 0.0
chair-Frontal 9.09
chair-Rear 3.51
chair-Unspecified 1.04
diningtable-Unspecified 10.2
horse-Left 83.33
horse-Right 80.43
horse-Frontal 0.0
horse-Unspecified 66.2
motorbike-Left 92.31
motorbike-Right 88.24
motorbike-Frontal 6.45
motorbike-Rear 17.39
motorbike-Unspecified 66.23
person-Left 4.55
person-Right 4.59
person-Frontal 14.34
person-Rear 2.83
person-Unspecified 6.79
pottedplant-Unspecified 6.67
sofa-Frontal 30.36
sofa-Unspecified 17.14
train-Frontal 12.9
train-Unspecified 55.71
tvmonitor-Frontal 40.34
tvmonitor-Unspecified 1.67