Instances as Queries
Introduction
@InProceedings{Fang_2021_ICCV,
author = {Fang, Yuxin and Yang, Shusheng and Wang, Xinggang and Li, Yu and Fang, Chen and Shan, Ying and Feng, Bin and Liu, Wenyu},
title = {Instances As Queries},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
month = {October},
year = {2021},
pages = {6910-6919}
}
Results and Models
Model |
Backbone |
Style |
Lr schd |
Number of Proposals |
Multi-Scale |
RandomCrop |
box AP |
mask AP |
Config |
Download |
QueryInst |
R-50-FPN |
pytorch |
1x |
100 |
False |
False |
42.0 |
37.5 |
config |
model | log |
QueryInst |
R-50-FPN |
pytorch |
3x |
100 |
True |
False |
44.8 |
39.8 |
config |
model | log |
QueryInst |
R-50-FPN |
pytorch |
3x |
300 |
True |
True |
47.5 |
41.7 |
config |
model | log |
QueryInst |
R-101-FPN |
pytorch |
3x |
100 |
True |
False |
46.4 |
41.0 |
config |
model | log |
QueryInst |
R-101-FPN |
pytorch |
3x |
300 |
True |
True |
49.0 |
42.9 |
config |
model | log |