Mask2Former (Swin-L-FaPN)

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical2 results

Semantic SegmentationonADE20K val
mIoU· 2021-12-02
56.4
best: 62.8 (BEiT-3)
Masked-attention Mask Transformer for Universal Image Segmentation arXiv:2112.01527
Semantic SegmentationonADE20K
Validation mIoU· 2021-12-02
56.4
best: 63.6 (ViT-P (InternImage-H))
Masked-attention Mask Transformer for Universal Image Segmentation arXiv:2112.01527

Audio2 results

10-shot image generationonADE20K val
mIoU· 2021-12-02
56.4
best: 62.8 (BEiT-3)
Masked-attention Mask Transformer for Universal Image Segmentation arXiv:2112.01527
10-shot image generationonADE20K
Validation mIoU· 2021-12-02
56.4
best: 63.6 (ViT-P (InternImage-H))
Masked-attention Mask Transformer for Universal Image Segmentation arXiv:2112.01527