Lung Nodule Classification on USTC-FHLN
84.24AccuracyM3Net
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| M3Net2026.05 | 84.24 | 86.07 | 84.24 | 84.24 | 84.25 | 85.19 | 87.98 | 86.27 | |
| DINOv32026.05 | 82.07 | 83.24 | 82.07 | 82.07 | 82.1 | 82.46 | 88.41 | 87.86 | |
| NASLung2026.05 | 81.52 | 82.83 | 81.52 | 81.52 | 81.56 | 82.01 | 88.5 | 88.59 | |
| MVCS2026.05 | 81.52 | 82.32 | 81.52 | 81.52 | 81.57 | 81.65 | 85.19 | 82.94 | |
| DINOv22026.05 | 81.52 | 82.32 | 81.52 | 81.52 | 81.57 | 81.65 | 85.19 | 82.94 | |
| 3DINO-ViT2026.05 | 81.52 | 82.11 | 81.52 | 81.52 | 81.58 | 81.52 | 87.54 | 86.18 | |
| 3D-CNN2026.05 | 80.98 | 82.74 | 80.98 | 80.98 | 80.99 | 81.81 | 87.77 | 87.26 | |
| ResNet-182026.05 | 80.43 | 81.73 | 80.43 | 80.43 | 80.47 | 80.92 | 87.66 | 87.84 | |
| ViT-B2026.05 | 80.43 | 81.47 | 80.43 | 80.43 | 80.48 | 80.73 | 86.33 | 84.82 | |
| M3D-LaMed2026.05 | 80.43 | 81.23 | 80.43 | 80.43 | 80.49 | 80.57 | 87.32 | 86.02 | |
| DeepLung2026.05 | 79.89 | 79.86 | 79.89 | 79.89 | 79.82 | 79.8 | 86.62 | 86.65 | |
| MLSL-Net2026.05 | 79.35 | 81.25 | 79.35 | 79.35 | 79.35 | 80.3 | 83.97 | 83.91 | |
| ResNet-342026.05 | 78.8 | 79.02 | 78.8 | 78.8 | 78.85 | 78.59 | 87.18 | 87.49 |