Instance Segmentation on MSCOCO

Metric: AP50 (higher is better)

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#	Model↕	AP50▼	Extra Data	Paper	Date↕	Code
1	RTMDet-Ins-x	67.4	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
2	RTMDet-Ins-l	66	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
3	RTMDet-Ins-m	63.9	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
4	maYOLACT-700 (ResNet-50)	59.4	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
5	RTMDet-Ins-s	59.3	No	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code
6	SparseInst-608 (ResNet-50-vd)	59.2	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
7	SOLO-512	57.7	No	SOLOv2: Dynamic and Fast Instance Segmentation	2020-03-23	Code
8	SparseInst-448 (ResNet-50-vd)	56.5	No	Sparse Instance Activation for Real-Time Instanc...	2022-03-24	Code
9	maYOLACT-550 (ResNet-50)	56.2	No	Mask-aware IoU for Anchor Assignment in Real-tim...	2021-10-19	Code
10	SipMask++ (ResNet-101, single-scale test)	55.6	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
11	YOLACT-550++ (ResNet-101-FPN)	53.8	No	YOLACT++: Better Real-time Instance Segmentation	2019-12-03	Code
12	SipMask (ResNet-101, single-scale test)	53.4	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
13	SipMask (ResNet-50, single-scale test)	51.9	No	SipMask: Spatial Information Preservation for Fa...	2020-07-29	Code
14	YOLACT-550 (ResNet-101-FPN)	46.6	No	YOLACT: Real-time Instance Segmentation	2019-04-04	Code
15	YOLACT	42	Yes	YOLACT: Real-time Instance Segmentation	2019-04-04	Code