UANet(VGG-16)

Reported on 5 benchmarks across 3 tasks · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Remote SensingonMassachusetts building dataset
IoU· 2023-07-23
76.41
best: 76.71 (SDSC-UNet)
SOTA
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network arXiv:2307.12309
Remote SensingonWHU Building Dataset
F1· 2023-07-23
95.91
best: 96.69 (SiamixFormer-5)
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network arXiv:2307.12309
Remote SensingonWHU Building Dataset
IoU· 2023-07-23
92.15
best: 93.58 (SiamixFormer-5)
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network arXiv:2307.12309

Medical1 result

Semantic SegmentationonINRIA Aerial Image Labeling
IoU· 2023-07-23
83.08
best: 83.34 (UANet(PVT-V2-B2))
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network arXiv:2307.12309

Audio1 result

10-shot image generationonINRIA Aerial Image Labeling
IoU· 2023-07-23
83.08
best: 83.34 (UANet(PVT-V2-B2))
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network arXiv:2307.12309