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ResearchFormerly WizWand

Weakly Supervised Object Detection on PASCAL VOC 2007 (test)

56.8mAP@0.5CASD
33.9239.8645.851.74Oct 22, 2020Feb 9, 2021May 31, 2021Sep 18, 2021Jan 7, 2022Apr 27, 2022Aug 16, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CASDBackbone=VGG162020.1056.8
OursBackbone=ResNet-50-WS2022.0856.6
OursBackbone=ResNet-101-WS2022.0856.5
MIST(+Reg.)Backbone=VGG162020.1054.9
C-MILBackbone=ResNet-101-WS2022.0853.9
WSOD2(+Reg.)Backbone=VGG162020.1053.6
C-MILBackbone=ResNet-50-WS2022.0853.4
PCLBackbone=ResNet-101-WS2022.0853.3
Pred NetBackbone=VGG162020.1052.9
C-MIDNBackbone=VGG162020.1052.6
OICRBackbone=ResNet-101-WS2022.0851.4
OICRBackbone=ResNet-50-WS2022.0850.9
PCLBackbone=ResNet-50-WS2022.0850.8
C-MILBackbone=VGG162020.1050.5
PCLBackbone=VGG162020.1043.5
OICRBackbone=VGG162020.1041.2
WSDDNBackbone=VGG162020.1034.8