Soil Classification on CyAUG dataset (test)
92AccuracyViT-Base
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ViT-BaseInitialization=Trained from scratch without pretrained initialization2026.06 | 92 | 91.4 | 90.9 | 91 | |
| EfficientNet-B0Initialization=Trained from scratch without pretrained initialization, Status=Backbone selected for AgroSense 2.02026.06 | 91 | 90.6 | 90.2 | 90.4 | |
| ResNet-50Initialization=Trained from scratch without pretrained initialization2026.06 | 90.4 | 89.7 | 89.1 | 89.2 | |
| ResNet-18Initialization=Trained from scratch without pretrained initialization2026.06 | 89.8 | 89.2 | 88.7 | 88.9 | |
| Custom CNNInitialization=Trained from scratch without pretrained initialization2026.06 | 88.9 | 88.1 | 87.6 | 87.5 |