U-Net ASPP

Reported on 6 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.

Medical6 results

Medical Image SegmentationonHRF
mIoU· 2023-07-26
0.8966
SOTA
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks arXiv:2307.14179
Retinal Vessel SegmentationonHRF
mIoU· 2023-07-26
0.8966
SOTA
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks arXiv:2307.14179
Medical Image SegmentationonCHASE_DB1
mIOU· 2023-07-26
0.8959
best: 0.9705 (RV-GAN)
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks arXiv:2307.14179
Medical Image SegmentationonSTARE
mIOU· 2023-07-26
0.9001
best: 0.9754 (RV-GAN)
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks arXiv:2307.14179
Retinal Vessel SegmentationonCHASE_DB1
mIOU· 2023-07-26
0.8959
best: 0.9705 (RV-GAN)
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks arXiv:2307.14179
Retinal Vessel SegmentationonSTARE
mIOU· 2023-07-26
0.9001
best: 0.9754 (RV-GAN)
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks arXiv:2307.14179