20-way Few-Shot Classification on ImageNet mini
32.91-shot AccRELATIONNET2 (DCN)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RELATIONNET2 (DCN)Embedding=SENet2018.11 | 32.9 | 51.37 | |
| RELATIONNET2 (DCN)Embedding=ResNet-122018.11 | 31.65 | 50.25 | |
| RELATIONNET2 (DCN)Embedding=Conv-42018.11 | 27.56 | 39.56 | |
| META SGDEmbedding=Conv-4, requires gradient-based optimisation at meta-test time=true2018.11 | 17.56 | 28.92 | |
| MATCHING NETSEmbedding=Conv-42018.11 | 17.31 | 22.69 | |
| META LSTMEmbedding=Conv-4, requires gradient-based optimisation at meta-test time=true2018.11 | 16.7 | 26.06 | |
| MAMLEmbedding=Conv-4, requires gradient-based optimisation at meta-test time=true2018.11 | 16.49 | 19.29 |