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weakly-supervised-instance-segmentation-on-2
Weakly-supervised instance segmentation
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ModelName
ReleaseDate
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DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
✓ Link
37.9
61.4
40.0
18.0
41.1
53.9
DiscoBox (ResNeXt-101-DCN-FPN)
2021-05-13
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
✓ Link
35.8
59.8
36.4
16.9
38.7
52.1
DiscoBox (ResNet-101-DCN-FPN)
2021-05-13
BoxInst: High-Performance Instance Segmentation with Box Annotations
✓ Link
35.0
59.3
35.6
17.1
37.2
48.9
BoxInst (ResNet-101-DCN-BiFPN)
2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations
✓ Link
33.9
57.7
34.5
16.5
36.1
46.6
BoxInst (ResNet-101-BiFPN)
2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations
✓ Link
33.2
56.5
33.6
16.2
35.3
45.1
BoxInst (ResNet-101-FPN)
2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations
✓ Link
32.1
55.1
32.4
15.6
34.3
43.5
BoxInst (ResNet-50-FPN)
2020-12-03
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
✓ Link
32.0
53.6
32.6
11.7
33.7
48.4
DiscoBox (ResNet-50-FPN)
2021-05-13