Sensitivity Analysis of Radiomic Features on LUNA benchmark leaderboard · SOTA2 Research

Sensitivity Analysis of Radiomic Features on LUNA

8.4Odds Ratio (OR)ViT-B/16

Evaluation Results

Method	Links
ViT-B/162026.05		8.4	0	1.5	0.407
VGG162026.05		7.6	0	1.3	0.579
ResNet502026.05		7	0	2.4	0.0992
EfficientNetB72026.05		6.4	0.01	2.4	0.0993
ConvNextB2026.05		5.7	0.01	1.8	0.27
ResNet182026.05		5.6	0.01	1.3	0.579
DenseNet1692026.05		5.5	0.01	2.4	0.0993
EfficientNetV2-L2026.05		5.2	0.02	1.2	0.781
MobileNetV3-L2026.05		5	0.02	2	0.169
Swin-B2026.05		4.8	0.02	—	—
MobileNetV22026.05		4.6	0.03	1.8	0.27
ViT-B/162026.05		4.6	0.03	1.8	0.27
MobileNetV3-L2026.05		4.5	0.03	1.5	0.407
ConvNextB2026.05		4.2	0.04	1.3	0.579
VGG192026.05		3.7	0.06	2.4	0.0993
ResNet1522026.05		3.3	0.08	3.6	0.0139
DenseNet1692026.05		2.5	0.18	1.8	0.27
EfficientNetV2-S2026.05		2.3	0.21	2.4	0.0993
ResNet1522026.05		2.2	0.25	2.7	0.0549
Swin-B2026.05		2.1	0.26	1.8	0.27
MobileNetV22026.05		2.1	0.26	1.8	0.27
ResNet182026.05		2	0.3	2.7	0.055
VGG162026.05		1.7	0.43	1.8	0.27
ResNet502026.05		1.5	0.54	3.1	0.0285
VGG192026.05		1.5	0.53	3.6	0.0139
EfficientNetB72026.05		1.2	0.78	3.1	0.0285
EfficientNetV2-S2026.05		1.1	0.94	3.6	0.0139
EfficientNetV2-L2026.05		0.73	0.64	4.2	0.0063