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ResearchFormerly WizWand

Object Localization on CUB-200 (test)

74.97Top-1 Loc AccPSOL-DenseNet161-Sep
27.764440.019752.27564.5303Feb 26, 2020
Updated 8mo ago

Evaluation results

MethodLinks
PSOL-DenseNet161-SepBackbone=DenseNet161, Parameters=56.29M, FLOPs=15.46G2020.0274.9789.12
PSOL-DenseNet161-JointBackbone=DenseNet161, Parameters=29.81M, FLOPs=7.80G2020.0274.2487.03
PSOL-ResNet50-SepBackbone=ResNet50, Parameters=50.12M, FLOPs=8.18G2020.0270.6886.64
PSOL-ResNet50-JointBackbone=ResNet50, Parameters=26.61M, FLOPs=4.10G2020.0268.1783.69
PSOL-VGG16-SepBackbone=VGG16, Parameters=274.72M, FLOPs=30.83G2020.0266.384.05
PSOL-InceptionV3-SepBackbone=InceptionV3, Parameters=53.32M, FLOPs=11.42G2020.0265.5183.44
DDT-VGG16Backbone=VGG16, Parameters=138.36M, FLOPs=15.42G2020.0262.378.15
ADLBackbone=ResNet50-SE, Parameters=28.09M, FLOPs=6.10G2020.0262.29—
PSOL-InceptionV3-JointBackbone=InceptionV3, Parameters=29.21M, FLOPs=5.71G2020.0260.3278.98
PSOL-VGG16-JointBackbone=VGG16, Parameters=140.46M, FLOPs=15.42G2020.0260.0775.35
PSOL-VGG-GAP-SepBackbone=VGG-GAP, Parameters=29.64M, FLOPs=30.70G2020.0259.2974.88
PSOL-VGG-GAP-JointBackbone=VGG-GAP, Parameters=15.08M, FLOPs=15.35G2020.0258.3972.64
CutMixBackbone=ResNet50, Parameters=26.61M, FLOPs=4.10G2020.0254.81—
ADLBackbone=InceptionV3, Parameters=38.45M, FLOPs=66.59G2020.0253.04—
CutMixBackbone=VGG-GAP, Parameters=138.36M, FLOPs=15.35G2020.0252.53—
ADLBackbone=VGG-GAP, Parameters=14.82M, FLOPs=15.35G2020.0252.36—
SPGBackbone=InceptionV3, Parameters=38.45M, FLOPs=66.59G2020.0246.6457.72
VGG16-ACoLBackbone=VGG-GAP, Parameters=45.08M, FLOPs=43.32G2020.0245.9256.51
VGG16-CAMBackbone=VGG-GAP, Parameters=14.82M, FLOPs=15.35G2020.0236.13—
DenseNet161-CAMBackbone=DenseNet161, Parameters=29.81M, FLOPs=7.80G2020.0229.8139.85
ResNet50-CAMBackbone=ResNet50, Parameters=25.56M, FLOPs=4.10G2020.0229.5837.25