Image Classification on PlantVillage 15-shot (test)
97.8AccuracyEnsemble MaxViT, ConvNeXt, Swin Transformer
Evaluation results
| Method | Links | |
|---|---|---|
| Ensemble MaxViT, ConvNeXt, Swin TransformerFeature Extractor=Ensemble MaxViT, ConvNeXt, Swin Transformer, Total Model Size (MB)=500.3, GFLOPS=22.98, Classifier=Bi-LSTM2025.12 | 97.8 | |
| Ensemble MaxViT, ConvNeXt, Swin TransformerFeature Extractor=Ensemble MaxViT, ConvNeXt, Swin Transformer, Total Model Size (MB)=500.3, GFLOPS=22.98, Classifier=LSTM2025.12 | 95.27 | |
| Ensemble MaxViT, ConvNeXt, Swin TransformerFeature Extractor=Ensemble MaxViT, ConvNeXt, Swin Transformer, Total Model Size (MB)=500.3, GFLOPS=22.98, Classifier=Dense2025.12 | 78.71 | |
| Ensemble 5 ResNets 4 DenseNetsFeature Extractor=Ensemble 5 ResNets 4 DenseNets, Total Model Size (MB)=900.01, GFLOPS=47.01, Classifier=Dense2025.12 | 76.93 |