COVID-19 3D CT classification on Covid-CTset Iran (test)
97.66AccuracyEMARS-APS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EMARS-APSSize (MB)=9.95, Type=Auto2021.01 | 97.66 | 97.61 | 97.58 | 97.59 | |
| CovidNet3D-LSize (MB)=62.82, Type=Auto2021.01 | 96.88 | 97.5 | 92.86 | 95.12 | |
| CovCTx2021.01 | 96.37 | — | 97 | — | |
| Vit-32x322021.01 | 95.36 | — | 83 | — | |
| EMARS-ASize (MB)=8.36, Type=Auto2021.01 | 95.16 | 95.77 | 95.16 | 95.46 | |
| CovidNet3D-SSize (MB)=8.36, Type=Auto2021.01 | 94.27 | 92.68 | 90.48 | 91.57 | |
| ResNet3D101Size (MB)=325.21, Type=Manual2021.01 | 93.87 | 92.34 | 95.54 | 93.92 | |
| EMARS-PSize (MB)=14.41, Type=Auto2021.01 | 92.87 | 92.73 | 92.74 | 92.74 | |
| MC3-18Size (MB)=43.84, Type=Manual2021.01 | 92.57 | 90.95 | 94.55 | 92.72 | |
| DenseNet3D121Size (MB)=43.06, Type=Manual2021.01 | 91.91 | 92.57 | 92.57 | 92.57 | |
| AutoGluon modelSize (MB)=93.00, Type=Auto2021.01 | 89 | 90 | 88 | 88 |