SeMask (SeMask Swin-L FaPN-Mask2Former)

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

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· 2021-12-23
58.2
best: 62.8 (BEiT-3)
SOTA
SeMask: Semantically Masked Transformers for Semantic Segmentation arXiv:2112.12782
Semantic SegmentationonADE20K
Validation mIoU· 2021-12-23
58.2
best: 63.6 (ViT-P (InternImage-H))
SeMask: Semantically Masked Transformers for Semantic Segmentation arXiv:2112.12782

Audio2 results

10-shot image generationonADE20K val
mIoU· 2021-12-23
58.2
best: 62.8 (BEiT-3)
SOTA
SeMask: Semantically Masked Transformers for Semantic Segmentation arXiv:2112.12782
10-shot image generationonADE20K
Validation mIoU· 2021-12-23
58.2
best: 63.6 (ViT-P (InternImage-H))
SeMask: Semantically Masked Transformers for Semantic Segmentation arXiv:2112.12782