Few-shot classification on Meta-Dataset Aggregate (In-Domain/Out-of-Domain Mean)
73.8In-Domain AccuracySimple CNAPS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Simple CNAPS2019.12 | 73.8 | 69.7 | 72.2 | |
| Simple AR-CNAPS2019.12 | 73.5 | 67.6 | 71.2 | |
| AR-CNAPS2019.12 | 69.7 | 61.5 | 66.5 | |
| CNAPS2019.12 | 69.6 | 59.8 | 65.9 | |
| ProtoMAML2019.12 | 67.5 | 46.8 | 63.4 | |
| ProtoNet2019.12 | 64.9 | 56.4 | 61.6 | |
| Finetune2019.12 | 60.7 | 51 | 58.8 | |
| MatchingNet2019.12 | 59.8 | 42.2 | 56.3 | |
| k-NN2019.12 | 59.2 | 34.9 | 54.3 | |
| RelationNet2019.12 | 58.6 | 32.5 | 53.3 | |
| MAML2019.12 | 50.4 | 29.2 | 46.2 |