Scene Classification on AID 5-shot
88.25AccuracyDCN (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| DCN (Ours)Type=Transfer, Backbone=ResNet-122026.03 | 88.25 | |
| DeepDBCType=Transfer, Backbone=ResNet-122026.03 | 84.15 | |
| PSMType=Metric, Backbone=ResNet-122026.03 | 83.75 | |
| S2M2Type=Transfer, Backbone=ResNet-122026.03 | 82.87 | |
| ProtoNetType=Metric, Backbone=ResNet-122026.03 | 82.44 | |
| deepEMDType=Metric, Backbone=ResNet-122026.03 | 80.26 | |
| RelationNetType=Metric, Backbone=ResNet-122026.03 | 79.21 | |
| FRNType=Metric, Backbone=ResNet-122026.03 | 78.82 | |
| SCL-MLNetType=Metric, Backbone=Conv2026.03 | 76.31 | |
| MatchingNetType=Metric, Backbone=ResNet-122026.03 | 74.49 | |
| DLA-MatchNetType=Metric, Backbone=Conv2026.03 | 73.45 | |
| MAMLType=Optimization, Backbone=ResNet-122026.03 | 73.12 | |
| LLSRType=Optimization, Backbone=Conv2026.03 | 61.76 |