FaPN (MaskFormer, Swin-L, ImageNet-22k pretrain)

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· 2021-08-16
56.7
best: 62.8 (BEiT-3)
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction arXiv:2108.07058
Semantic SegmentationonADE20K
Validation mIoU· 2021-08-16
56.7
best: 63.6 (ViT-P (InternImage-H))
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction arXiv:2108.07058

Audio2 results

10-shot image generationonADE20K val
mIoU· 2021-08-16
56.7
best: 62.8 (BEiT-3)
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction arXiv:2108.07058
10-shot image generationonADE20K
Validation mIoU· 2021-08-16
56.7
best: 63.6 (ViT-P (InternImage-H))
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction arXiv:2108.07058