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ResearchFormerly WizWand

Object Detection on VOC 07+12 (trainval)

82.6AP50SwAV
78.9679.90580.8581.795Jun 17, 2020
Updated 8mo ago

Evaluation results

MethodLinks
SwAVTraining=Finetuned, Detector=Faster R-CNN R50-C4, Backbone=ResNet-502020.0682.6
SwAVEvaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0682.6
MoCov2Evaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0682.5
MoCoEvaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0681.5
SupervisedTraining=Finetuned, Detector=Faster R-CNN R50-C4, Backbone=ResNet-502020.0681.3
SupervisedEvaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0681.3
BoWNetEvaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0681.3
PIRLEvaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0680.7
NPID++Evaluation protocol=Finetuning, Backbone=ResNet-50, Detector=Faster R-CNN R50-C4, Pre-trained=ImageNet2020.0679.1