Weakly-supervised instance segmentation on COCO test-dev

Metric: AP@50 (higher is better)

LeaderboardDataset

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#	Model↕	AP@50▼	Extra Data	Paper	Date↕	Code
1	DiscoBox (ResNeXt-101-DCN-FPN)	61.4	No	DiscoBox: Weakly Supervised Instance Segmentatio...	2021-05-13	Code
2	DiscoBox (ResNet-101-DCN-FPN)	59.8	No	DiscoBox: Weakly Supervised Instance Segmentatio...	2021-05-13	Code
3	BoxInst (ResNet-101-DCN-BiFPN)	59.3	No	BoxInst: High-Performance Instance Segmentation ...	2020-12-03	Code
4	BoxInst (ResNet-101-BiFPN)	57.7	No	BoxInst: High-Performance Instance Segmentation ...	2020-12-03	Code
5	BoxInst (ResNet-101-FPN)	56.5	No	BoxInst: High-Performance Instance Segmentation ...	2020-12-03	Code
6	BoxInst (ResNet-50-FPN)	55.1	No	BoxInst: High-Performance Instance Segmentation ...	2020-12-03	Code
7	DiscoBox (ResNet-50-FPN)	53.6	No	DiscoBox: Weakly Supervised Instance Segmentatio...	2021-05-13	Code

#1DiscoBox (ResNeXt-101-DCN-FPN)SOTA
61.4
AP@50· 2021-05-13
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Code
#2DiscoBox (ResNet-101-DCN-FPN)
59.8
AP@50· 2021-05-13
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Code
#3BoxInst (ResNet-101-DCN-BiFPN)SOTA
59.3
AP@50· 2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations Code
#4BoxInst (ResNet-101-BiFPN)
57.7
AP@50· 2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations Code
#5BoxInst (ResNet-101-FPN)
56.5
AP@50· 2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations Code
#6BoxInst (ResNet-50-FPN)
55.1
AP@50· 2020-12-03
BoxInst: High-Performance Instance Segmentation with Box Annotations Code
#7DiscoBox (ResNet-50-FPN)
53.6
AP@50· 2021-05-13
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Code