Few-shot Image Classification on Dermnet-S
67.97AccuracyProtoDiff
Evaluation results
| Method | Links | |
|---|---|---|
| ProtoDiffShot=5-shot, Way=5-way2023.06 | 67.97 | |
| MetaModulationShot=5-shot, Way=5-way2023.06 | 67.05 | |
| MLTIShot=5-shot, Way=5-way2023.06 | 65.19 | |
| MetaMixShot=5-shot, Way=5-way2023.06 | 62.97 | |
| Meta-DropoutShot=5-shot, Way=5-way2023.06 | 60.86 | |
| ProtoNetShot=5-shot, Way=5-way2023.06 | 60.33 | |
| ProtoDiffShot=1-shot, Way=5-way2023.06 | 51.53 | |
| MetaModulationShot=1-shot, Way=5-way2023.06 | 50.45 | |
| MLTIShot=1-shot, Way=5-way2023.06 | 49.38 | |
| MetaMixShot=1-shot, Way=5-way2023.06 | 46.06 | |
| Meta-DropoutShot=1-shot, Way=5-way2023.06 | 44.3 | |
| ProtoNetShot=1-shot, Way=5-way2023.06 | 44.21 |