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Models/MFSNet

MFSNet

Reported on 12 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Medical7 results

Medical Image SegmentationonISIC 2017
Mean IoU· 2022-03-27
97.4
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
SkinonISIC 2017
Mean IoU· 2022-03-27
97.4
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
Semantic SegmentationonHAM10000
Average Dice· 2022-03-27
90.6
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
Semantic SegmentationonHAM10000
Average IOU· 2022-03-27
90.2
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
Semantic SegmentationonISIC 2017
Average Dice· 2022-03-27
98.7
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
Semantic SegmentationonPH2
Average Dice· 2022-03-27
95.4
best: 95.7 (MobileUNETR)
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
Semantic SegmentationonPH2
Average IOU· 2022-03-27
0.914
best: 92.3 (MobileUNETR)
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341

Audio5 results

10-shot image generationonHAM10000
Average Dice· 2022-03-27
90.6
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
10-shot image generationonHAM10000
Average IOU· 2022-03-27
90.2
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
10-shot image generationonISIC 2017
Average Dice· 2022-03-27
98.7
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
10-shot image generationonPH2
Average Dice· 2022-03-27
95.4
best: 95.7 (MobileUNETR)
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341
10-shot image generationonPH2
Average IOU· 2022-03-27
0.914
best: 92.3 (MobileUNETR)
SOTA
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation arXiv:2203.14341