U2NET

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision5 results

Image MattingonAIM-500
MSE· 2019-01-23
0.0348
best: 0.0033 (DiffMatte)
SOTA
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans arXiv:1901.07929
Image MattingonAIM-500
Conn.· 2019-01-23
82.14
best: 181.26 (LF)
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans arXiv:1901.07929
Image MattingonAIM-500
Grad.· 2019-01-23
51.02
best: 115.29 (SHM)
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans arXiv:1901.07929
Image MattingonAIM-500
MAD· 2019-01-23
0.0493
best: 0.113 (LF)
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans arXiv:1901.07929
Image MattingonAIM-500
SAD· 2019-01-23
83.46
best: 191.74 (LF)
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans arXiv:1901.07929