Few-Shot Image Classification on CUB
80.68Accuracy (1-Shot)S2M2_R
Evaluation results
| Method | Links | ||
|---|---|---|---|
| S2M2_RBackbone=WRN-28-10, N-way=5-way2019.07 | 80.68 | 90.85 | |
| RotationBackbone=WRN-28-10, N-way=5-way2019.07 | 77.61 | 89.32 | |
| Manifold MixupBackbone=WRN-28-10, N-way=5-way2019.07 | 73.47 | 85.42 | |
| S2M2_RBackbone=ResNet-34, N-way=5-way2019.07 | 72.92 | 86.55 | |
| ProtoNetBackbone=WRN-28-10, N-way=5-way2019.07 | 71.88 | 87.42 | |
| S2M2_RBackbone=ResNet-18, N-way=5-way2019.07 | 71.43 | 85.55 | |
| MAMLBackbone=WRN-28-10, N-way=5-way2019.07 | 71.29 | 80.33 | |
| Baseline++Backbone=WRN-28-10, N-way=5-way2019.07 | 70.4 | 82.92 | |
| RelationNetBackbone=WRN-28-10, N-way=5-way2019.07 | 68.65 | 81.12 | |
| LEOBackbone=WRN-28-10, N-way=5-way2019.07 | 68.22 | 78.27 |