Few-shot Image Classification on miniImagenet-S
58.18AccuracyProtoDiff
Evaluation results
| Method | Links | |
|---|---|---|
| ProtoDiffShot=5-shot, Way=5-way2023.06 | 58.18 | |
| MetaModulationShot=5-shot, Way=5-way2023.06 | 57.26 | |
| MLTIShot=5-shot, Way=5-way2023.06 | 55.34 | |
| MetaMixShot=5-shot, Way=5-way2023.06 | 53.35 | |
| Meta InterpolationShot=5-shot, Way=5-way2023.06 | 53.06 | |
| Meta-DropoutShot=5-shot, Way=5-way2023.06 | 52.53 | |
| ProtoNetShot=5-shot, Way=5-way2023.06 | 50.72 | |
| ProtoDiffShot=1-shot, Way=5-way2023.06 | 44.75 | |
| MetaModulationShot=1-shot, Way=5-way2023.06 | 43.21 | |
| MLTIShot=1-shot, Way=5-way2023.06 | 41.36 | |
| Meta InterpolationShot=1-shot, Way=5-way2023.06 | 40.28 | |
| MetaMixShot=1-shot, Way=5-way2023.06 | 39.8 | |
| Meta-DropoutShot=1-shot, Way=5-way2023.06 | 38.32 | |
| ProtoNetShot=1-shot, Way=5-way2023.06 | 36.26 |