Image Classification on Kaggle chest CT scan dataset (val)
0.0032Validation LossProposed Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Proposed ModelEpoch No.=302026.04 | 0.0032 | 100 | |
| Proposed ModelEpoch No.=202026.04 | 0.0331 | 99.25 | |
| ResNet152Epoch No.=302026.04 | 0.071 | 100 | |
| VGG16Epoch No.=302026.04 | 0.1162 | 97.01 | |
| VGG16Epoch No.=202026.04 | 0.2157 | 94.03 | |
| MobileNet V2Epoch No.=302026.04 | 0.2233 | 94.03 | |
| MobileNet V2Epoch No.=202026.04 | 0.3235 | 89.55 | |
| MobileNet V2Epoch No.=102026.04 | 0.4198 | 85.82 | |
| VGG16Epoch No.=102026.04 | 0.4403 | 82.09 | |
| Proposed ModelEpoch No.=102026.04 | 0.4913 | 80.6 | |
| ResNet152Epoch No.=102026.04 | 0.5643 | 75.56 | |
| Inception V3Epoch No.=302026.04 | 0.6689 | 87.31 | |
| Inception V3Epoch No.=102026.04 | 0.6929 | 83.58 | |
| Inception V3Epoch No.=202026.04 | 0.8621 | 79.85 | |
| ResNet152Epoch No.=202026.04 | 1.1359 | 79.1 |