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Lung Nodule Classification on LIDC-IDRI

94.84AUC

SVD-Net

Updated 20d ago

Evaluation Results

Method
SVD-Net 2022.01	94.84	85.49	72.15	59.92	90.94	90.94	84.06	-	-
Models Genesis 2022.01	94.18	86.32	73.14	61.71	90	90	85.37	-	-
Kinetics 2022.01	94.04	84.58	70.43	58.44	88.75	88.75	83.5	-	-
Proposed Binary Model 1 2026.02	93.83	-	-	-	-	-	-	-	-
ACS 2022.01	93.54	83.93	70.3	57.31	91.56	91.56	81.95	-	-
I3D 2022.01	93.23	84.77	70.25	59.16	86.87	86.87	84.23	-	-
ACS Scratch 2022.01	92.82	85.1	70.98	59.84	87.81	87.81	84.39	-	-
Scratch 2022.01	92.75	85.1	71.01	59.68	88.13	88.13	84.31	-	-
Proposed Multiclass Model 1 2026.02	91.76	-	-	-	-	-	-	-	-
Attention pyramid pooling network 2026.02	91.4	-	-	-	-	-	-	-	-
Med3D 2022.01	86.5	83.81	65.68	59.59	74.37	74.37	86.26	-	-
M3Net 2026.05	85.4	86.96	86.66	86.56	86.96	-	86.96	80.12	87.27
3DINO-ViT 2026.05	85.13	83.85	83.29	83.12	83.85	-	83.85	78.7	86.94
NASLung 2026.05	85.03	83.7	83.24	83.05	83.7	-	83.7	78.28	87.49
BiomedCLIP 2026.03	84.65	-	72.35	-	-	-	-	-	-
VIVID-Med 2026.03	84.13	-	75.63	-	-	-	-	-	-
MVCS 2026.05	82.56	83.41	82.12	82.46	83.41	-	83.41	79.52	85.82
ViT-B 2026.05	81.92	82.96	81.85	81.92	82.96	-	82.96	78.22	85.81
DeepLung 2026.05	81.65	83.7	83.33	83.13	83.7	-	83.7	78.16	85.63
ResNet-18 2026.05	81.41	82.67	81.81	81.67	82.67	-	82.67	77.2	84.87
DINOv3 2026.05	81.3	83.41	82.71	82.56	83.41	-	83.41	78.2	85.34
M3D-LaMed 2026.05	80.26	83.11	81.13	82.47	83.11	-	83.11	79.88	82.78
MLSL-Net 2026.05	80.23	82.67	81.7	81.62	82.67	-	82.67	77.38	83.52
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs 2026.02	80	-	-	-	-	-	-	-	-
ImageNet supervised 2026.03	79.33	-	67.6	-	-	-	-	-	-
DINOv2 2026.05	78.33	82.52	81.28	81.39	82.52	-	82.52	77.6	82.88
ResNet-34 2026.05	78.05	82.22	81.47	81.25	82.22	-	82.22	76.28	82.34
MAE 2026.03	76.07	-	53.41	-	-	-	-	-	-
3D-CNN 2026.05	73.67	82.37	81.39	81.28	82.37	-	82.37	76.87	85.53
DINOv3 2026.03	66.75	-	43.89	-	-	-	-	-	-
KEPIL 2026.05	66.65	-	-	-	-	-	-	-	-
CARZero 2026.05	60.57	-	-	-	-	-	-	-	-
KAD 2026.05	57.75	-	-	-	-	-	-	-	-
DeViDe 2026.05	47.9	-	-	-	-	-	-	-	-
MedKLIP 2026.05	45.56	-	-	-	-	-	-	-	-
MAVL 2026.05	41.81	-	-	-	-	-	-	-	-
3D-CNN+MTL 2023.10	-	90	-	-	-	-	-	-	-
TumorNet 2023.10	-	92.3	-	-	-	-	-	-	-
CapsNet 2023.10	-	77	-	-	-	-	-	-	-
HSCNN 2023.10	-	84.2	-	-	-	-	-	-	-
X-Caps 2023.10	-	86.4	-	-	-	-	-	-	-
Proto-Caps 2023.10	-	93	-	-	-	-	-	-	-
NASLung 2026.05	-	83.7	-	-	-	-	-	-	-
DeepLung 2026.05	-	83.7	-	-	-	-	-	-	-
MVCS 2026.05	-	83.41	-	-	-	-	-	-	-
DinoV3 2026.05	-	83.41	-	-	-	-	-	-	-
M3Net 2026.05	-	86.96	-	-	-	-	-	-	-