HamNet (ResNet-101)

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 SegmentationonPASCAL Context
mIoU· 2021-09-09
55.2
best: 71.1 (VPNeXt)
Is Attention Better Than Matrix Decomposition?arXiv:2109.04553
Semantic SegmentationonADE20K
Validation mIoU· 2021-09-09
46.8
best: 63.6 (ViT-P (InternImage-H))
Is Attention Better Than Matrix Decomposition?arXiv:2109.04553

Audio2 results

10-shot image generationonPASCAL Context
mIoU· 2021-09-09
55.2
best: 71.1 (VPNeXt)
Is Attention Better Than Matrix Decomposition?arXiv:2109.04553
10-shot image generationonADE20K
Validation mIoU· 2021-09-09
46.8
best: 63.6 (ViT-P (InternImage-H))
Is Attention Better Than Matrix Decomposition?arXiv:2109.04553