COVID-19 3D CT classification on CC-CCII China (test)
89.67AccuracyEMARS-A
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EMARS-ASize (MB)=5.93, Type=Auto2021.01 | 89.67 | 89.26 | 89.22 | 89.23 | |
| EMARS-APSSize (MB)=3.38, Type=Auto2021.01 | 89.61 | 91.48 | 89.97 | 90.72 | |
| EMARS-PSize (MB)=5.63, Type=Auto2021.01 | 88.78 | 88.81 | 88.22 | 88.51 | |
| CovidNet3D-LSize (MB)=53.26, Type=Auto2021.01 | 88.69 | 90.48 | 88.08 | 89.26 | |
| CovidNet3D-SSize (MB)=11.48, Type=Auto2021.01 | 88.55 | 88.78 | 91.72 | 90.23 | |
| VGG16-Ensemble2021.01 | 88.12 | 84.04 | 89.19 | 86.54 | |
| MNas3DNetSize (MB)=22.91, Type=Auto2021.01 | 87.14 | 88.44 | 86.09 | 87.25 | |
| DenseNet3D121Size (MB)=43.06, Type=Manual2021.01 | 87.02 | 88.97 | 82.78 | 85.76 | |
| COVID-AL2021.01 | 86.6 | — | — | — | |
| MC3_18Size (MB)=43.84, Type=Manual2021.01 | 86.16 | 87.11 | 82.78 | 84.89 | |
| ResNet3D101Size (MB)=325.21, Type=Manual2021.01 | 85.54 | 89.62 | 77.15 | 82.92 |