Instance Segmentation on Occluded COCO

Metric: Mean Recall (higher is better)

LeaderboardDataset

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#	Model↕	Mean Recall▼	Extra Data	Paper	Date↕	Code
1	Swin-B + Cascade Mask R-CNN (tri-layer modelling)	63.64	No	A Tri-Layer Plugin to Improve Occluded Detection	2022-10-18	Code
2	Swin-B + Cascade Mask R-CNN	62.9	No	Swin Transformer: Hierarchical Vision Transforme...	2021-03-25	Code
3	Swin-S + Mask R-CNN (tri-layer plugin)	62.58	No	A Tri-Layer Plugin to Improve Occluded Detection	2022-10-18	Code
4	Swin-T + Mask R-CNN (tri-layer plugin)	62	No	A Tri-Layer Plugin to Improve Occluded Detection	2022-10-18	Code
5	Swin-S + Mask R-CNN	61.14	No	Swin Transformer: Hierarchical Vision Transforme...	2021-03-25	Code
6	Swin-T + Mask R-CNN	58.81	No	Swin Transformer: Hierarchical Vision Transforme...	2021-03-25	Code

#1Swin-B + Cascade Mask R-CNN (tri-layer modelling)SOTA
63.64
Mean Recall· 2022-10-18
A Tri-Layer Plugin to Improve Occluded Detection Code
#2Swin-B + Cascade Mask R-CNNSOTA
62.9
Mean Recall· 2021-03-25
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Code
#3Swin-S + Mask R-CNN (tri-layer plugin)
62.58
Mean Recall· 2022-10-18
A Tri-Layer Plugin to Improve Occluded Detection Code
#4Swin-T + Mask R-CNN (tri-layer plugin)
62
Mean Recall· 2022-10-18
A Tri-Layer Plugin to Improve Occluded Detection Code
#5Swin-S + Mask R-CNN
61.14
Mean Recall· 2021-03-25
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Code
#6Swin-T + Mask R-CNN
58.81
Mean Recall· 2021-03-25
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Code