Object Localization on CUB-200-2011
0.6229Top-1 Loc AccADL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ADLBackbone=ResNet50-SE, # of Params (Mb)=107, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 0.6229 | 0.8034 | |
| ADLBackbone=Inception V3, # of Params (Mb)=101, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 0.5304 | 0.7455 | |
| ADLBackbone=VGG-GAP, # of Params (Mb)=78, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 0.5236 | 0.6527 | |
| ADLBackbone=MobileNetV1, # of Params (Mb)=16, parameter overhead (%)=0, computation overhead (%)=0.002019.08 | 0.4774 | 0.7043 | |
| SPGBackbone=Inception V3, # of Params (Mb)=146, parameter overhead (%)=44.55, computation overhead (%)=30.052019.08 | 0.4664 | — | |
| ACoLBackbone=VGG-GAP, # of Params (Mb)=181, parameter overhead (%)=132.05, computation overhead (%)=37.632019.08 | 0.4592 | 0.719 | |
| HaS-32Backbone=MobileNetV1, # of Params (Mb)=16, parameter overhead (%)=0, computation overhead (%)=02019.08 | 0.4467 | 0.6664 | |
| CAMBackbone=MobileNetV1, # of Params (Mb)=16, parameter overhead (%)=0, computation overhead (%)=02019.08 | 0.437 | 0.7194 | |
| CAMBackbone=Inception V3, # of Params (Mb)=101, parameter overhead (%)=0, computation overhead (%)=02019.08 | 0.4367 | — | |
| CAMBackbone=ResNet50-SE, # of Params (Mb)=107, parameter overhead (%)=0, computation overhead (%)=02019.08 | 0.4272 | 0.8065 | |
| CAMBackbone=VGG-GAP, # of Params (Mb)=78, parameter overhead (%)=0, computation overhead (%)=02019.08 | 0.3441 | 0.6755 |