Image Classification on PaddyVarietyBD (test)
78.76AccuracyCustomCNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CustomCNN2026.01 | 78.76 | 80.27 | 78.76 | 78.29 | |
| Enhanced Baseline (Custom CNN)Time / Epoch (s)=88.00, Trainable (MB)=89.95, Frozen (MB)=0.212026.01 | 71 | 75 | 71 | 71 | |
| EfficientNetB0 (Pretrained)Variant=Pretrained, Time / Epoch (s)=79.20, Trainable (MB)=15.46, Frozen (MB)=0.162026.01 | 70 | 79 | 70 | 69 | |
| MobileNetV2 (Pretrained)Variant=Pretrained, Time / Epoch (s)=51.48, Trainable (MB)=8.65, Frozen (MB)=0.132026.01 | 61 | 72 | 61 | 58 | |
| MobileNetV2 (Transfer)Variant=Transfer, Time / Epoch (s)=12.58, Trainable (MB)=0.17, Frozen (MB)=8.612026.01 | 56 | 65 | 56 | 55 | |
| EfficientNetB0 (Transfer)Variant=Transfer, Time / Epoch (s)=15.66, Trainable (MB)=0.17, Frozen (MB)=15.452026.01 | 44 | 69 | 44 | 42 |