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Benchmarks
3D Tooth Segmentation on Dental CBCT (test)
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92.3
DSC
Full-Precision nnUNet
88.556
89.528
90.5
91.472
May 5, 2026
DSC
mIoU
BF1
TCA
ACS
CER
Updated 27d ago
Evaluation Results
Method
Method
Links
DSC
mIoU
BF1
TCA
ACS
CER
Full-Precision nnUNet
Size (MB)=1024, Time (...
2026.05
92.3
86.1
89.7
94.2
91.5
3.1
TopoNet
Size (MB)=896, Time (s...
2026.05
91.8
85.2
88.9
93.1
90.2
4.3
Topology-Constrained Quantized nnUNet
Size (MB)=256, Time (s...
2026.05
91.5
84.9
88.6
93.8
91
3.9
QAT-nnUNet
Size (MB)=256, Time (s...
2026.05
90.1
82.3
86.2
85.4
83.7
9.5
Post-Training Quant
Size (MB)=256, Time (s...
2026.05
88.7
80.2
83.4
82.6
78.3
12.8
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