Pulmonary nodule diagnosis on NLST-cmst (test)
90.79AccuracyDGSAN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DGSANParam=4.21M2025.12 | 90.79 | 88.87 | 88.14 | 93.92 | 92.86 | |
| HGCNParam=5.86M2025.12 | 87.66 | 87.14 | 83.9 | 92.22 | 77.34 | |
| SAG-VITParam=6.69M2025.12 | 87.02 | 84.16 | 84.25 | 91.21 | 82.92 | |
| CSF-NetParam=10.1M2025.12 | 86.52 | 84.85 | 82.35 | 90.53 | 81.71 | |
| DeepCADParam=11.4M2025.12 | 85.18 | 84 | 81.48 | 87.13 | 75.86 | |
| MMFusionParam=15.3M2025.12 | 85.16 | 86 | 83.02 | 90.89 | 87.57 | |
| ScansParam=8.10M2025.12 | 84.62 | 79.31 | 79.31 | 86.29 | 79.31 | |
| ICHProParam=58.2M2025.12 | 83.99 | 82.79 | 78.71 | 89.61 | 76.56 | |
| NAS-LungParam=57.3M2025.12 | 82.05 | 78.57 | 75.86 | 80.35 | 73.33 |