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Microtubule Segmentation on MicSim_FluoMT-Simple synthetic (test)
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0.0051
Loss
MTFlow
0.004856
0.006503
0.00815
0.009797
Jan 21, 2026
Loss
Dice
Sensitivity
Precision
MCC
PR-AUC
Updated 5mo ago
Evaluation Results
Method
Method
Links
Loss
Dice
Sensitivity
Precision
MCC
PR-AUC
MTFlow
Initial filters=64
2026.01
0.0051
94.08
94.31
93.85
93.84
98.87
U-Net
Initial filters=64
2026.01
0.0052
92.56
98.12
87.6
92.4
98.86
U-Net++
Initial filters=64
2026.01
0.0053
92.42
98.07
87.39
92.26
98.82
ResUnet
Initial filters=64
2026.01
0.0055
92.32
97.84
87.35
92.13
98.71
CAR-UNet
Initial filters=32
2026.01
0.0096
88.52
95.87
82.4
88.36
96.88
TransUNet
Initial filters=16
2026.01
0.0112
84.44
96.86
74.84
84.49
94.21
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