Instance Segmentation on MSCOCO

Metric: APL (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

Sort:

#	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

#1RTMDet-Ins-xSOTA
65.5
APL· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Code
#2RTMDet-Ins-l
64.8
APL· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Code
#3RTMDet-Ins-m
63.1
APL· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Code
#4RTMDet-Ins-s
60.3
APL· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Code
#5SparseInst-448 (ResNet-50-vd)SOTA
57
APL· 2022-03-24
Sparse Instance Activation for Real-Time Instance Segmentation Code
#6SparseInst-608 (ResNet-50-vd)
56.9
APL· 2022-03-24
Sparse Instance Activation for Real-Time Instance Segmentation Code
#7SipMask++ (ResNet-101, single-scale test)SOTA
56.8
APL· 2020-07-29
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Code
#8YOLACT-550++ (ResNet-101-FPN)SOTA
55.1
APL· 2019-12-03
YOLACT++: Better Real-time Instance Segmentation Code
#9SipMask (ResNet-101, single-scale test)
54
APL· 2020-07-29
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Code
#10maYOLACT-700 (ResNet-50)
52.5
APL· 2021-10-19
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation Code
#11maYOLACT-550 (ResNet-50)
51.4
APL· 2021-10-19
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation Code
#12SipMask (ResNet-50, single-scale test)
49.8
APL· 2020-07-29
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Code
#13CenterMask-Lite (ResNet-50-FPN)SOTA
48.7
APL· 2019-11-15
CenterMask : Real-Time Anchor-Free Instance Segmentation Code
#14YOLACTSOTA
45
APL· Extra Data· 2019-04-04
YOLACT: Real-time Instance Segmentation Code
#15YOLACT-550 (ResNet-101-FPN)
44.8
APL· 2019-04-04
YOLACT: Real-time Instance Segmentation Code