OpenCodePapers
image-level-supervised-instance-segmentation
Instance Segmentation
Image-level Supervised Instance Segmentation
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Code
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ModelName
ReleaseDate
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WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
✓ Link
64.4
73.4
49.7
45.3
WeakSAM-Mask2Former (with SAM)
2024-02-22
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
✓ Link
59.6
70.3
43.1
36.2
WeakSAM-Mask RCNN (with SAM)
2024-02-22
Complete Instances Mining for Weakly Supervised Instance Segmentation
✓ Link
55.9
68.7
37.1
30.9
CIM + Mask R-CNN
2024-02-12
Complete Instances Mining for Weakly Supervised Instance Segmentation
✓ Link
51.1
64.9
32.4
26.1
CIM
2024-02-12
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
✓ Link
51.0
61.2
31.9
26.6
BESTIE (proposal-free)
2021-09-20
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances
50.9
59.7
30.2
28.5
Arun et al.
2020-07-18
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation
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48.4
24.9
LIID
2020-09-10
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations
✓ Link
46.7
23.5
IRN (proposal-free)
2019-04-10
Where are the Masks: Instance Segmentation with Image-level Supervision
✓ Link
41.7
49.2
23.7
WISE
2019-07-02
Weakly Supervised Instance Segmentation by Deep Community Learning
38.1
56.6
12.3
CL
2020-01-30
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation
30.2
49.2
12.9
Label-PEnet
2019-10-07
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation
28.3
45.9
11.9
IAM
2019-06-01
Weakly Supervised Instance Segmentation using Class Peak Response
✓ Link
26.8
44.3
9.0
PRM
2018-04-03