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ResearchFormerly WizWand

Object Detection on COCO-standard 1% (train)

0.2581AP50:95LabelMatch
0.0837960.1290480.17430.219552Jun 14, 2022Jun 15, 2022Jun 16, 2022Jun 17, 2022Jun 18, 2022Jun 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LabelMatchThreshold=ACT2022.060.2581
Listen2StudentBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=32/322022.060.254
Listen2StudentBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/402022.060.2479
Listen2StudentBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.2184
Unbiased TeacherThreshold=0.72022.060.2075
Unbiased TeacherBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=32/322022.060.2075
Soft TeacherThreshold=0.92022.060.2046
SoftTeacherBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/402022.060.2046
ISMTThreshold=0.92022.060.1888
ISMTBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.1888
Unbiased TeacherBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.1833
Instant TeachingThreshold=0.92022.060.1805
Instant TeachingBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.1805
Humble TeacherBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.1696
STACThreshold=0.92022.060.1397
STACBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.1397
CSDBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based, Batch Size (labeled/unlabeled)=8/82022.060.1051
SupervisedThreshold=N/A2022.060.0905
SupervisedBackbone=FasterRCNN-ResNet50, Detector Type=Anchor-based2022.060.0905