Object Localization on ImageNet 1k
48.71Top-1 Loc AccADL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADLBackbone=Inception V3, # of Params (Mb)=101, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 48.71 | 72.83 | |
| SPGBackbone=Inception V3, # of Params (Mb)=146, parameter overhead (%)=44.55, computation overhead (%)=30.052019.08 | 48.6 | — | |
| ADLBackbone=ResNet50-SE, # of Params (Mb)=107, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 48.53 | 75.85 | |
| CAMBackbone=Inception V3, # of Params (Mb)=101, parameter overhead (%)=0, computation overhead (%)=02019.08 | 46.29 | — | |
| CAMBackbone=ResNet50-SE, # of Params (Mb)=107, parameter overhead (%)=0, computation overhead (%)=02019.08 | 46.19 | 76.56 | |
| ACoLBackbone=VGG-GAP, # of Params (Mb)=181, parameter overhead (%)=132.05, computation overhead (%)=37.632019.08 | 45.83 | 67.5 | |
| ADLBackbone=VGG-GAP, # of Params (Mb)=78, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 44.92 | 69.48 | |
| ADLBackbone=MobileNetV1, # of Params (Mb)=16, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 43.01 | 67.77 | |
| CAMBackbone=VGG-GAP, # of Params (Mb)=78, parameter overhead (%)=0, computation overhead (%)=02019.08 | 42.8 | 66.6 | |
| HaS-32Backbone=MobileNetV1, # of Params (Mb)=16, parameter overhead (%)=0, computation overhead (%)=02019.08 | 41.87 | 67.48 | |
| CAMBackbone=MobileNetV1, # of Params (Mb)=16, parameter overhead (%)=0, computation overhead (%)=02019.08 | 41.66 | 68.38 |