convmlp

Convolutional MLP

Introduction

Preprint link: ConvMLP: Hierarchical Convolutional MLPs for Vision

Results and Models

Method	Backbone	Lr schd	box AP	mask AP	Config	Download
RetinaNet	ConvMLP-S	1x	37.2	-	config	model
RetinaNet	ConvMLP-M	1x	39.4	-	config	model
RetinaNet	ConvMLP-L	1x	40.2	-	config	model
Mask R-CNN	ConvMLP-S	1x	38.4	35.7	config	model
Mask R-CNN	ConvMLP-M	1x	40.6	37.2	config	model
Mask R-CNN	ConvMLP-L	1x	41.7	38.2	config	model

Citation

@article{li2021convmlp,
    title={ConvMLP: Hierarchical Convolutional MLPs for Vision},
    author={Jiachen Li and Ali Hassani and Steven Walton and Humphrey Shi},
    year={2021},
    eprint={2109.04454},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}