Hybrid Task Cascade for Instance Segmentation

Kai ChenJiangmiao PangJiaqi WangYu XiongXiaoxiao LiShuyang SunWansen FengZiwei LiuJianping ShiWanli OuyangChen Change LoyDahua Lin

   Papers with code   Abstract  PDF

Cascade is a classic yet powerful architecture that has boosted performance on various tasks. However, how to introduce cascade to instance segmentation remains an open question... (read more)

Benchmarked Models

RANK
MODEL
REPO
CODE RESULT
PAPER RESULT
ε-REPRODUCED
BUILD
1
HTC
(ResNeXt-101 64x4d-FPN…)
0.506
--
2
HTC
(ResNeXt-101 64x4d-FPN)
0.469
--
3
HTC
(ResNeXt-101 32x4d-FPN)
0.461
--
4
HTC
(ResNet-101-FPN)
0.449
--
5
HTC
(ResNet-50-FPN, 20e LR)
0.432
--
6
HTC
(ResNet-50-FPN, 1x LR)
0.421
--