Few-shot classification on MSCOCO (out-of-domain)
46.2AccuracySimple CNAPS
Evaluation results
| Method | Links | |
|---|---|---|
| Simple CNAPS2019.12 | 46.2 | |
| Simple AR-CNAPS2019.12 | 44.3 | |
| AR-CNAPS2019.12 | 42.9 | |
| CNAPS2019.12 | 42.3 | |
| ProtoMAML2019.12 | 41.3 | |
| ProtoNet2019.12 | 39.9 | |
| Finetune2019.12 | 35.2 | |
| k-NN2019.12 | 29.6 | |
| MatchingNet2019.12 | 28.8 | |
| RelationNet2019.12 | 27.4 | |
| MAML2019.12 | 24.1 |