Few-Shot Classification on PlantVillage 5-Way
89.41-Shot AccuracyPMP-FSL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PMP-FSLParams(M)=7.312026.01 | 89.4 | 96.6 | |
| EfficientNet-B0Params(M)=5.32026.01 | 85.1 | 87.2 | |
| DeepEMDParams(M)=12.42026.01 | 84.5 | 86.2 | |
| Meta-BaselineParams(M)=12.42026.01 | 83.7 | 85.8 | |
| ProtoNet+ResNet-12Params(M)=12.42026.01 | 82.3 | 84.5 | |
| ProtoNetParams(M)=0.112026.01 | 68.2 | 74.2 | |
| RelationNetParams(M)=0.232026.01 | 67.1 | 72.8 | |
| MAMLParams(M)=0.112026.01 | 63.1 | 72.5 | |
| Matching NetworksParams(M)=0.112026.01 | 60 | 70.1 |