Object Localization on CUB-200 (test)
74.97Top-1 Loc AccPSOL-DenseNet161-Sep
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PSOL-DenseNet161-SepBackbone=DenseNet161, Parameters=56.29M, FLOPs=15.46G2020.02 | 74.97 | 89.12 | |
| PSOL-DenseNet161-JointBackbone=DenseNet161, Parameters=29.81M, FLOPs=7.80G2020.02 | 74.24 | 87.03 | |
| PSOL-ResNet50-SepBackbone=ResNet50, Parameters=50.12M, FLOPs=8.18G2020.02 | 70.68 | 86.64 | |
| PSOL-ResNet50-JointBackbone=ResNet50, Parameters=26.61M, FLOPs=4.10G2020.02 | 68.17 | 83.69 | |
| PSOL-VGG16-SepBackbone=VGG16, Parameters=274.72M, FLOPs=30.83G2020.02 | 66.3 | 84.05 | |
| PSOL-InceptionV3-SepBackbone=InceptionV3, Parameters=53.32M, FLOPs=11.42G2020.02 | 65.51 | 83.44 | |
| DDT-VGG16Backbone=VGG16, Parameters=138.36M, FLOPs=15.42G2020.02 | 62.3 | 78.15 | |
| ADLBackbone=ResNet50-SE, Parameters=28.09M, FLOPs=6.10G2020.02 | 62.29 | — | |
| PSOL-InceptionV3-JointBackbone=InceptionV3, Parameters=29.21M, FLOPs=5.71G2020.02 | 60.32 | 78.98 | |
| PSOL-VGG16-JointBackbone=VGG16, Parameters=140.46M, FLOPs=15.42G2020.02 | 60.07 | 75.35 | |
| PSOL-VGG-GAP-SepBackbone=VGG-GAP, Parameters=29.64M, FLOPs=30.70G2020.02 | 59.29 | 74.88 | |
| PSOL-VGG-GAP-JointBackbone=VGG-GAP, Parameters=15.08M, FLOPs=15.35G2020.02 | 58.39 | 72.64 | |
| CutMixBackbone=ResNet50, Parameters=26.61M, FLOPs=4.10G2020.02 | 54.81 | — | |
| ADLBackbone=InceptionV3, Parameters=38.45M, FLOPs=66.59G2020.02 | 53.04 | — | |
| CutMixBackbone=VGG-GAP, Parameters=138.36M, FLOPs=15.35G2020.02 | 52.53 | — | |
| ADLBackbone=VGG-GAP, Parameters=14.82M, FLOPs=15.35G2020.02 | 52.36 | — | |
| SPGBackbone=InceptionV3, Parameters=38.45M, FLOPs=66.59G2020.02 | 46.64 | 57.72 | |
| VGG16-ACoLBackbone=VGG-GAP, Parameters=45.08M, FLOPs=43.32G2020.02 | 45.92 | 56.51 | |
| VGG16-CAMBackbone=VGG-GAP, Parameters=14.82M, FLOPs=15.35G2020.02 | 36.13 | — | |
| DenseNet161-CAMBackbone=DenseNet161, Parameters=29.81M, FLOPs=7.80G2020.02 | 29.81 | 39.85 | |
| ResNet50-CAMBackbone=ResNet50, Parameters=25.56M, FLOPs=4.10G2020.02 | 29.58 | 37.25 |