Shelf-life Regression on Original Dataset
3.58MSEMobileNetV2+DieT Transformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MobileNetV2+DieT TransformerFusion=true2026.01 | 3.58 | 41.66 | |
| MobileNetV2+MobileNETV2 LSTMFusion=true2026.01 | 5.07 | 42.7 | |
| VGG16Fusion=false2026.01 | 14.8 | 65.38 | |
| MobileNetV2+Capsule NetworksFusion=true2026.01 | 15.25 | 78.81 | |
| Resnet 50Fusion=false2026.01 | 18.04 | 31.6 | |
| MobileNetV2+VGG16Fusion=true2026.01 | 18.44 | 63.75 | |
| DeiT TransformerFusion=false2026.01 | 18.67 | 65.4 | |
| Capsule NetworksFusion=false2026.01 | 22.72 | 68.34 | |
| MobileNetV2+Resnet50Fusion=true2026.01 | 31.74 | 82.59 | |
| MobileNetV2Fusion=false2026.01 | 32.7 | 86.9 |