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SotA/Computer Vision/Instance Segmentation/ADE20K val

Instance Segmentation on ADE20K val

Metric: APS (higher is better)

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#Model↕APS▼Extra DataPaperDate↕Code
1OneFormer (InternImage-H, emb_dim=1024, single-scale, 896x896, COCO-Pretrained)23.7NoOneFormer: One Transformer to Rule Universal Ima...2022-11-10Code
2OneFormer (DiNAT-L, single-scale, 1280x1280, COCO-pretrain)19.2YesOneFormer: One Transformer to Rule Universal Ima...2022-11-10Code
3X-Decoder (Davit-d5, Deform, single-scale, 1280x1280)18.9YesGeneralized Decoding for Pixel, Image, and Langu...2022-12-21Code
4DiNAT-L (Mask2Former, single-scale)16.3NoDilated Neighborhood Attention Transformer2022-09-29Code
5Mask2Former (Swin-L, single-scale)16.3NoMasked-attention Mask Transformer for Universal ...2021-12-02Code
6Mask2Former (Swin-L + FAPN)14.6NoMasked-attention Mask Transformer for Universal ...2021-12-02Code
7Mask2Former (ResNet50)10.4NoMasked-attention Mask Transformer for Universal ...2021-12-02Code