Potato Disease Classification on Potato disease dataset
99.59AccuracyDenseNet121
Evaluation results
| Method | Links | |
|---|---|---|
| DenseNet121Inference Time (ms)=7004, Parameters=6,956,9312026.01 | 99.59 | |
| Dynamic Meta-EnsembleStudy (Year)=Proposed DMEF, Dataset Size=2,1522026.01 | 99.53 | |
| Proposed DMEFInference Time (ms)=72.09, Parameters=994,0122026.01 | 99.53 | |
| Dynamic Meta-EnsembleStudy (Year)=Proposed DMEF, Dataset Size=2,1522026.01 | 99.53 | |
| EfficientNet-LITE + KE-SVMStudy (Year)=Sangar & Rajasekar [33], Dataset Size=2,1522026.01 | 99.07 | |
| EfficientNet-LITE + KE-SVMStudy (Year)=Sangar & Rajasekar [33], Dataset Size=2,1522026.01 | 99.07 | |
| Custom VGG16 + XAIStudy (Year)=Sharma et al. [34], Dataset Size=2,8502026.01 | 98.2 | |
| Custom VGG16 + XAIStudy (Year)=Sharma et al. [34], Dataset Size=2,8502026.01 | 98.2 | |
| ResNet50Inference Time (ms)=2587.27, Parameters=23,540,7392026.01 | 97.41 | |
| DenseNet-201Study (Year)=Mahum et al. [31], Dataset Size=2,1522026.01 | 97.2 | |
| DenseNet-201Study (Year)=Mahum et al. [31], Dataset Size=2,1522026.01 | 97.2 | |
| EfficientNetV2B0Inference Time (ms)=5148.89, Parameters=5,862,5472026.01 | 95.87 | |
| MobileNetV2Inference Time (ms)=2590.97, Parameters=2,227,7152026.01 | 92.56 | |
| CBSNetStudy (Year)=Chen & Liu [32], Dataset Size=2,4502026.01 | 92.04 | |
| CBSNetStudy (Year)=Chen & Liu [32], Dataset Size=2,4502026.01 | 92.04 | |
| VGG19Inference Time (ms)=341.73, Parameters=20,025,9232026.01 | 90.95 | |
| ViT-B16Inference Time (ms)=2590.9, Parameters=124,333,1352026.01 | 88.43 |