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ResearchFormerly WizWand

Object Detection on PASCAL VOC 3rd Query (4k images) 2007 (test)

69.66mAPAL-MDNeff
68.422468.743769.06569.3863Oct 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
AL-MDNeffBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1069.66
AL-MDNgmmBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1069.43
MC-DROPOUTBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1069.39
ENSEMBLEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1069.26
STONEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1069.03
LLALBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1068.9
ENTROPYBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1068.7
CORESETBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1068.57
RANDOMBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.1068.47