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Instance Segmentation
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MSCOCO
Instance Segmentation on MSCOCO
Metric: APM (higher is better)
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#
Model
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APM
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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
#1
RTMDet-Ins-l
SOTA
48
APM
· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors
Code
#2
RTMDet-Ins-m
46.4
APM
· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors
Code
#3
RTMDet-Ins-s
42.3
APM
· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors
Code
#4
maYOLACT-700 (ResNet-50)
SOTA
40.8
APM
· 2021-10-19
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation
Code
#5
SparseInst-608 (ResNet-50-vd)
39.4
APM
· 2022-03-24
Sparse Instance Activation for Real-Time Instance Segmentation
Code
#6
SipMask++ (ResNet-101, single-scale test)
SOTA
38.3
APM
· 2020-07-29
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
Code
#7
maYOLACT-550 (ResNet-50)
38
APM
· 2021-10-19
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation
Code
#8
SparseInst-448 (ResNet-50-vd)
37.1
APM
· 2022-03-24
Sparse Instance Activation for Real-Time Instance Segmentation
Code
#9
YOLACT-550++ (ResNet-101-FPN)
SOTA
36.8
APM
· 2019-12-03
YOLACT++: Better Real-time Instance Segmentation
Code
#10
SipMask (ResNet-101, single-scale test)
35.6
APM
· 2020-07-29
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
Code
#11
CenterMask-Lite (ResNet-50-FPN)
SOTA
34.7
APM
· 2019-11-15
CenterMask : Real-Time Anchor-Free Instance Segmentation
Code
#12
SipMask (ResNet-50, single-scale test)
33.6
APM
· 2020-07-29
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
Code
#13
YOLACT-550 (ResNet-101-FPN)
SOTA
29.3
APM
· 2019-04-04
YOLACT: Real-time Instance Segmentation
Code
#14
YOLACT
25.3
APM
· Extra Data
· 2019-04-04
YOLACT: Real-time Instance Segmentation
Code