UnetFormer

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 Segmentationon Potsdam
mIoU· 2021-09-18
85.18
best: 86.39 (LMFNet-3)
SOTA
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery arXiv:2109.08937
Semantic SegmentationonVaihingen
mIoU· 2021-09-18
77.24
best: 82.87 (CMX)
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery arXiv:2109.08937

Audio2 results

10-shot image generationon Potsdam
mIoU· 2021-09-18
85.18
best: 86.39 (LMFNet-3)
SOTA
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery arXiv:2109.08937
10-shot image generationonVaihingen
mIoU· 2021-09-18
77.24
best: 82.87 (CMX)
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery arXiv:2109.08937