DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

Siyuan QiaoLiang-Chieh ChenAlan Yuille

   Papers with code   Abstract  PDF

Many modern object detectors demonstrate outstanding performances by using the mechanism of looking and thinking twice. In this paper, we explore this mechanism in the backbone design for object detection... (read more)

Benchmarked Models

RANK
MODEL
REPO
CODE RESULT
PAPER RESULT
ε-REPRODUCED
BUILD
1
DetectoRS
(ResNeXt-101-32x4d)
0.529
0.547
2
DetectoRS
(ResNet-50)
0.511
0.513