Instance Segmentation on MSCOCO

Metric: APM (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	APM▼	Extra Data	Paper	Date↕	Code
1	RTMDet-Ins-l	48	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
2	RTMDet-Ins-m	46.4	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
3	RTMDet-Ins-s	42.3	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
4	maYOLACT-700 (ResNet-50)	40.8	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
5	SparseInst-608 (ResNet-50-vd)	39.4	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
6	SipMask++ (ResNet-101, single-scale test)	38.3	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
7	maYOLACT-550 (ResNet-50)	38	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
8	SparseInst-448 (ResNet-50-vd)	37.1	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
9	YOLACT-550++ (ResNet-101-FPN)	36.8	No	YOLACT++: Better Real-time Instance Segmentation	2019-12-03	Code
10	SipMask (ResNet-101, single-scale test)	35.6	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
11	CenterMask-Lite (ResNet-50-FPN)	34.7	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
12	SipMask (ResNet-50, single-scale test)	33.6	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
13	YOLACT-550 (ResNet-101-FPN)	29.3	No	YOLACT: Real-time Instance Segmentation	2019-04-04	Code
14	YOLACT	25.3	Yes	YOLACT: Real-time Instance Segmentation	2019-04-04	Code