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Models/Siamese-U-Net

Siamese-U-Net

Reported on 9 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Medical3 results

Semantic SegmentationonCluttered Omniglot
IoU [4 distractors]· 2018-03-26
97.1
SOTA
One-Shot Segmentation in Clutter arXiv:1803.09597
Semantic SegmentationonCluttered Omniglot
IoU [256 distractors]· 2018-03-26
38.4
best: 43.7 (MaskNet)
One-Shot Segmentation in Clutter arXiv:1803.09597
Semantic SegmentationonCluttered Omniglot
IoU [32 distractors]· 2018-03-26
62.4
best: 65.6 (MaskNet)
One-Shot Segmentation in Clutter arXiv:1803.09597

Audio3 results

10-shot image generationonCluttered Omniglot
IoU [4 distractors]· 2018-03-26
97.1
SOTA
One-Shot Segmentation in Clutter arXiv:1803.09597
10-shot image generationonCluttered Omniglot
IoU [256 distractors]· 2018-03-26
38.4
best: 43.7 (MaskNet)
One-Shot Segmentation in Clutter arXiv:1803.09597
10-shot image generationonCluttered Omniglot
IoU [32 distractors]· 2018-03-26
62.4
best: 65.6 (MaskNet)
One-Shot Segmentation in Clutter arXiv:1803.09597

Computer Vision3 results

One-Shot SegmentationonCluttered Omniglot
IoU [4 distractors]· 2018-03-26
97.1
SOTA
One-Shot Segmentation in Clutter arXiv:1803.09597
One-Shot SegmentationonCluttered Omniglot
IoU [256 distractors]· 2018-03-26
38.4
best: 43.7 (MaskNet)
One-Shot Segmentation in Clutter arXiv:1803.09597
One-Shot SegmentationonCluttered Omniglot
IoU [32 distractors]· 2018-03-26
62.4
best: 65.6 (MaskNet)
One-Shot Segmentation in Clutter arXiv:1803.09597