Instance Segmentation on COCO val (panoptic labels)

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	OneFormer (InternImage-H, emb_dim=1024, single-scale)	52	No	OneFormer: One Transformer to Rule Universal Ima...	2022-11-10	Code
2	OneFormer (DiNAT-L, single-scale)	49.2	No	OneFormer: One Transformer to Rule Universal Ima...	2022-11-10	Code
3	Mask2Former (Swin-L, single-scale)	49.1	No	Masked-attention Mask Transformer for Universal ...	2021-12-02	Code
4	OneFormer (Swin-L, single-scale)	49	No	OneFormer: One Transformer to Rule Universal Ima...	2022-11-10	Code

#1OneFormer (InternImage-H, emb_dim=1024, single-scale)SOTA
52
AP· 2022-11-10
OneFormer: One Transformer to Rule Universal Image Segmentation Code
#2OneFormer (DiNAT-L, single-scale)
49.2
AP· 2022-11-10
OneFormer: One Transformer to Rule Universal Image Segmentation Code
#3Mask2Former (Swin-L, single-scale)SOTA
49.1
AP· 2021-12-02
Masked-attention Mask Transformer for Universal Image Segmentation Code
#4OneFormer (Swin-L, single-scale)
49
AP· 2022-11-10
OneFormer: One Transformer to Rule Universal Image Segmentation Code