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Instance Segmentation
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PASCAL VOC 2012 val
Instance Segmentation on PASCAL VOC 2012 val
Metric: mAP@0.5 (higher is better)
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Date (oldest first)
Model name (A→Z)
#
Model
↕
mAP@0.5
▼
Extra Data
Paper
Date
↕
Code
1
WeakSAM-Mask2Former (with SAM)
64.4
No
WeakSAM: Segment Anything Meets Weakly-supervise...
2024-02-22
Code
2
WeakSAM-Mask RCNN (with SAM)
59.6
No
WeakSAM: Segment Anything Meets Weakly-supervise...
2024-02-22
Code
3
BESTIE (proposal-free)
56.1
No
Beyond Semantic to Instance Segmentation: Weakly...
2021-09-20
Code
4
CIM + Mask R-CNN
55.9
Yes
Complete Instances Mining for Weakly Supervised ...
2024-02-12
Code
5
CIM + Mask R-CNN
55.5
Yes
Complete Instances Mining for Weakly Supervised ...
2024-02-12
Code
6
CIM
51.1
Yes
Complete Instances Mining for Weakly Supervised ...
2024-02-12
Code
7
BESTIE (proposal-free)
51
No
Beyond Semantic to Instance Segmentation: Weakly...
2021-09-20
Code
8
Arun et al.
50.9
Yes
Weakly Supervised Instance Segmentation by Learn...
2020-07-18
-
9
LIID
48.4
Yes
-
-
Code
10
IRN (proposal-free)
46.7
No
Weakly Supervised Learning of Instance Segmentat...
2019-04-10
Code
11
WISE-Net
43
Yes
-
-
-
12
WISE
41.7
Yes
Where are the Masks: Instance Segmentation with ...
2019-07-02
Code
13
CL
38.1
Yes
Weakly Supervised Instance Segmentation by Deep ...
2020-01-30
-
14
Label-PEnet
30.2
Yes
Label-PEnet: Sequential Label Propagation and En...
2019-10-07
-
15
IAM
28.3
Yes
-
-
-
16
PRM
26.8
Yes
Weakly Supervised Instance Segmentation using Cl...
2018-04-03
Code
#1
WeakSAM-Mask2Former (with SAM)
SOTA
64.4
mAP@0.5
· 2024-02-22
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Code
#2
WeakSAM-Mask RCNN (with SAM)
59.6
mAP@0.5
· 2024-02-22
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Code
#3
BESTIE (proposal-free)
SOTA
56.1
mAP@0.5
· 2021-09-20
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
Code
#4
CIM + Mask R-CNN
55.9
mAP@0.5
· Extra Data
· 2024-02-12
Complete Instances Mining for Weakly Supervised Instance Segmentation
Code
#5
CIM + Mask R-CNN
55.5
mAP@0.5
· Extra Data
· 2024-02-12
Complete Instances Mining for Weakly Supervised Instance Segmentation
Code
#6
CIM
51.1
mAP@0.5
· Extra Data
· 2024-02-12
Complete Instances Mining for Weakly Supervised Instance Segmentation
Code
#7
BESTIE (proposal-free)
51
mAP@0.5
· 2021-09-20
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
Code
#8
Arun et al.
SOTA
50.9
mAP@0.5
· Extra Data
· 2020-07-18
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances
#9
LIID
48.4
mAP@0.5
· Extra Data
No paper
Code
#10
IRN (proposal-free)
SOTA
46.7
mAP@0.5
· 2019-04-10
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations
Code
#11
WISE-Net
43
mAP@0.5
· Extra Data
No paper
#12
WISE
41.7
mAP@0.5
· Extra Data
· 2019-07-02
Where are the Masks: Instance Segmentation with Image-level Supervision
Code
#13
CL
38.1
mAP@0.5
· Extra Data
· 2020-01-30
Weakly Supervised Instance Segmentation by Deep Community Learning
#14
Label-PEnet
30.2
mAP@0.5
· Extra Data
· 2019-10-07
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation
#15
IAM
28.3
mAP@0.5
· Extra Data
No paper
#16
PRM
SOTA
26.8
mAP@0.5
· Extra Data
· 2018-04-03
Weakly Supervised Instance Segmentation using Class Peak Response
Code