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ResearchFormerly WizWand

Few-Shot Object Detection on MS COCO Novel Classes

30.2mAPimTED
0.047.8715.723.53May 19, 2022Jul 14, 2022Sep 9, 2022Nov 5, 2022Dec 31, 2022Feb 26, 2023Apr 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
imTEDShots=30, Detector=imTED + ViT-B2022.0530.2
DeFRCN+Meta-ScaledDynamic+AugShot=30-shot2023.0423.4
DeFRCNShots=30, Detector=FasterR-CNN + R1012022.0522.6
imTEDShots=10, Detector=imTED + ViT-B2022.0522.5
Meta-DETRShot=30-shot2023.0422.2
Meta-DETRShots=30, Detector=DETR + R1012022.0522.2
BaselineShots=30, Detector=Faster R-CNN + ViT-B2022.0522.2
DAnAShot=30-shot2023.0421.6
FCTShot=30-shot2023.0421.4
FCTShots=30, Detector=PVTv2-B2-Li2022.0521.4
Meta-DETRShot=10-shot2023.0419
Meta-DETRShots=10, Detector=DETR + R1012022.0519
DeFRCN+Meta-ScaledDynamic+AugShot=10-shot2023.0418.8
DCNETShot=30-shot2023.0418.6
DAnAShot=10-shot2023.0418.6
DeFRCNShots=10, Detector=FasterR-CNN + R1012022.0518.5
TIPShot=30-shot2023.0418.3
FCTShot=10-shot2023.0417.1
FCTShots=10, Detector=PVTv2-B2-Li2022.0517.1
CMEShot=30-shot2023.0416.9
CMEShots=30, Detector=FasterR-CNN + R1012022.0516.9
TIPShot=10-shot2023.0416.3
CMEShot=10-shot2023.0415.1
CMEShots=10, Detector=FasterR-CNN + R1012022.0515.1
BaselineShots=10, Detector=Faster R-CNN + VIT-B2022.0514.8
DCNETShot=10-shot2023.0412.8
FsDet ViewShot=30-shot2023.0412
QA-FewDetShot=30-shot2023.0411.5
QA-FewDetShot=10-shot2023.0410.2
Meta R-CNNShot=30-shot2023.049.9
FSRWShot=30-shot2023.049.1
Meta YOLOShots=30, Detector=YOLOv22022.059.1
FsDet ViewShot=10-shot2023.047.6
Meta R-CNNShot=10-shot2023.046.1
FSRWShot=10-shot2023.045.6
Meta YOLOShots=10, Detector=YOLOv22022.055.6
ONCEShot=10-shot2023.041.2