Instance Segmentation on MSCOCO

Metric: APL (higher is better)

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#	Model↕	APL▼	Extra Data	Paper	Date↕	Code
1	RTMDet-Ins-x	65.5	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
2	RTMDet-Ins-l	64.8	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
3	RTMDet-Ins-m	63.1	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
4	RTMDet-Ins-s	60.3	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
5	SparseInst-448 (ResNet-50-vd)	57	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
6	SparseInst-608 (ResNet-50-vd)	56.9	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
7	SipMask++ (ResNet-101, single-scale test)	56.8	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
8	YOLACT-550++ (ResNet-101-FPN)	55.1	No	YOLACT++: Better Real-time Instance Segmentation	2019-12-03	Code
9	SipMask (ResNet-101, single-scale test)	54	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
10	maYOLACT-700 (ResNet-50)	52.5	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
11	maYOLACT-550 (ResNet-50)	51.4	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
12	SipMask (ResNet-50, single-scale test)	49.8	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
13	CenterMask-Lite (ResNet-50-FPN)	48.7	No	CenterMask : Real-Time Anchor-Free Instance Segm...	2019-11-15	Code
14	YOLACT	45	Yes	YOLACT: Real-time Instance Segmentation	2019-04-04	Code
15	YOLACT-550 (ResNet-101-FPN)	44.8	No	YOLACT: Real-time Instance Segmentation	2019-04-04	Code