CAA + Simple decoder (Efficientnet-B7)

Reported on 2 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.

Medical1 result

Semantic SegmentationonPASCAL Context
mIoU· 2021-01-19
60.5
best: 71.1 (VPNeXt)
SOTA
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation arXiv:2101.07434

Audio1 result

10-shot image generationonPASCAL Context
mIoU· 2021-01-19
60.5
best: 71.1 (VPNeXt)
SOTA
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation arXiv:2101.07434