COVID-19 3D CT classification on MosMed Russia (test)
88.09AccuracyEMARS-APS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EMARS-APSSize (MB)=10.69, Type=Auto2021.01 | 88.09 | 93.52 | 90.59 | 92.03 | |
| EMARS-PSize (MB)=18.22, Type=Auto2021.01 | 84.34 | 93.56 | 85.49 | 89.34 | |
| DeCoVNet2021.01 | 82.43 | — | — | — | |
| CovidNet3D-LSize (MB)=60.39, Type=Auto2021.01 | 82.29 | 79.5 | 98.82 | 88.11 | |
| ResNet3D101Size (MB)=325.21, Type=Manual2021.01 | 81.82 | 91.31 | 97.25 | 88.57 | |
| CovidNet3D-SSize (MB)=12.48, Type=Auto2021.01 | 81.17 | 78.82 | 99.22 | 87.85 | |
| EMARS-ASize (MB)=2.89, Type=Auto2021.01 | 80.98 | 77.91 | 99.61 | 87.44 | |
| MC3_18Size (MB)=43.84, Type=Manual2021.01 | 80.4 | 79.43 | 98.43 | 87.92 | |
| DenseNet3D121Size (MB)=43.06, Type=Manual2021.01 | 79.55 | 84.23 | 92.16 | 88.01 |