10-way Few-shot Classification on miniImageNet (test)
38.441-shot AccuracyTPN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPNTransduction=Yes, Higher Shot=true2018.05 | 38.44 | 52.77 | |
| TPNTransduction=Yes2018.05 | 36.62 | 52.32 | |
| Label PropagationTransduction=Yes2018.05 | 35.23 | 51.24 | |
| RELATION NETTransduction=BN2018.05 | 34.86 | 47.94 | |
| PROTO NETTransduction=No, Higher Way=true2018.05 | 34.61 | 50.09 | |
| PROTO NETTransduction=No2018.05 | 32.88 | 49.29 | |
| Reptile + BNTransduction=BN2018.05 | 32 | 47.6 | |
| MAML+TransductionTransduction=Yes2018.05 | 31.83 | 48.23 | |
| MAMLTransduction=BN2018.05 | 31.27 | 46.92 | |
| ReptileTransduction=No2018.05 | 31.1 | 44.66 |