Plant Disease Classification on Plant Disease Dataset (test)
99.53Average AccuracyPD36-C
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PD36-CSize (MB)=14.3, Parameters (Millions)=1.251, Depth=18, Input Image Sizes=224x2242026.04 | 99.53 | 99.52 | 0.9952 | 0.9952 | 99.99 | |
| DenseNet201Size (MB)=77.4, Parameters (Millions)=20.1, Depth=201, Input Image Sizes=224x2242026.04 | 93.48 | — | — | — | — | |
| ResNet101Size (MB)=171, Parameters (Millions)=44.6, Depth=101, Input Image Sizes=224x2242026.04 | 93.25 | — | — | — | — | |
| EfficientNet-B0Size (MB)=21, Parameters (Millions)=5.3, Depth=237, Input Image Sizes=224x2242026.04 | 93.16 | — | — | — | — | |
| ResNet50Size (MB)=97.8, Parameters (Millions)=25.6, Depth=50, Input Image Sizes=224x2242026.04 | 93.03 | — | — | — | — | |
| ConvNeXtSSize (MB)=192, Parameters (Millions)=50.2, Input Image Sizes=224x2242026.04 | 92.9 | — | — | — | — | |
| NASNetMobSize (MB)=20, Parameters (Millions)=5.3, Input Image Sizes=224x2242026.04 | 92.6 | — | — | — | — | |
| ResNet18Size (MB)=44.7, Parameters (Millions)=11.7, Depth=18, Input Image Sizes=224x2242026.04 | 91.45 | — | — | — | — | |
| GoogLeNetSize (MB)=49.7, Parameters (Millions)=6.62, Depth=22, Input Image Sizes=224x2242026.04 | 87.62 | — | — | — | — | |
| AlexNetSize (MB)=233, Parameters (Millions)=61.1, Depth=8, Input Image Sizes=224x2242026.04 | 86.93 | — | — | — | — |