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Benchmarks
Pulmonary Nodule Diagnosis on CLST (external val)
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65.28
Accuracy
DGSAN
46.4144
51.3122
56.21
61.1078
Dec 24, 2025
Accuracy
Precision
F1 Score
AUC
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
F1 Score
AUC
Recall
DGSAN
Param=4.21M
2025.12
65.28
79.31
77.2
69.8
78
HGCN
Param=5.86M
2025.12
62.86
75
73.47
57.6
72
SAG-VIT
Param=6.69M
2025.12
62.86
77.78
61.18
62
58
CSF-Net
Param=10.1M
2025.12
61.51
72.22
71
62.1
60
MMFusion
Param=15.3M
2025.12
61.51
75.2
72.8
63.3
68
ICHPro
Param=58.2M
2025.12
60.71
75.2
68.57
67.5
60
DeepCAD
Param=11.4M
2025.12
57.8
76.2
68
62.5
60
Scans
Param=8.10M
2025.12
51.43
72.22
60.47
55.6
52
NAS-Lung
Param=57.3M
2025.12
47.14
60
45
47.2
52
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