Instance Segmentation on MSCOCO

Metric: APS (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	APS▼	Extra Data	Paper	Date↕	Code
1	RTMDet-Ins-x	22.2	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
2	RTMDet-Ins-l	20.8	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
3	RTMDet-Ins-m	19.3	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
4	maYOLACT-700 (ResNet-50)	18.1	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
5	SparseInst-608 (ResNet-50-vd)	15.7	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
6	RTMDet-Ins-s	15.1	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
7	maYOLACT-550 (ResNet-50)	14.7	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
8	CenterMask-Lite (ResNet-50-FPN)	12.9	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
9	SparseInst-448 (ResNet-50-vd)	12.3	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
10	YOLACT-550++ (ResNet-101-FPN)	11.9	No	YOLACT++: Better Real-time Instance Segmentation	2019-12-03	Code
11	SipMask++ (ResNet-101, single-scale test)	11.2	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
12	SipMask (ResNet-101, single-scale test)	9.3	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
13	SipMask (ResNet-50, single-scale test)	9.2	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
14	YOLACT-550 (ResNet-101-FPN)	9.2	No	YOLACT: Real-time Instance Segmentation	2019-04-04	Code
15	YOLACT	5	Yes	YOLACT: Real-time Instance Segmentation	2019-04-04	Code