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Benchmarks
Tumor Classification on Lung CT scans
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99.18
Accuracy
Proposed CNN
63.1648
72.5149
81.865
91.2151
Jun 21, 2026
Accuracy
Specificity
Sensitivity
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Specificity
Sensitivity
F1 Score
Proposed CNN
Pre-trained on=Kidney...
2026.06
99.18
99.56
98.55
99.1
Proposed CNN
Pre-trained on=Brain d...
2026.06
98.45
99.71
96.38
97.87
VGG19
Training Strategy=Retr...
2026.06
98.18
99.27
96.39
97.56
VGG16
Training Strategy=Retr...
2026.06
96.36
100
90.36
94.94
DenseNet121
Training Strategy=Retr...
2026.06
83.18
92.7
67.47
75.17
Xception
Training Strategy=Retr...
2026.06
66.36
99.27
12.05
21.28
MobileNetV2
Training Strategy=Retr...
2026.06
64.55
97.08
10.84
18.75
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