Scene Classification on AID 1-shot
73.38AccuracyDCN (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| DCN (Ours)Type=Transfer, Backbone=ResNet-122026.03 | 73.38 | |
| PSMType=Metric, Backbone=ResNet-122026.03 | 68.89 | |
| RelationNetType=Metric, Backbone=ResNet-122026.03 | 68.56 | |
| ProtoNetType=Metric, Backbone=ResNet-122026.03 | 67.08 | |
| FRNType=Metric, Backbone=ResNet-122026.03 | 66.97 | |
| DeepDBCType=Transfer, Backbone=ResNet-122026.03 | 66.56 | |
| S2M2Type=Transfer, Backbone=ResNet-122026.03 | 66.22 | |
| MatchingNetType=Metric, Backbone=ResNet-122026.03 | 64.3 | |
| deepEMDType=Metric, Backbone=ResNet-122026.03 | 63.78 | |
| MAMLType=Optimization, Backbone=ResNet-122026.03 | 62.54 | |
| SCL-MLNetType=Metric, Backbone=Conv2026.03 | 59.46 | |
| DLA-MatchNetType=Metric, Backbone=Conv2026.03 | 57.21 | |
| LLSRType=Optimization, Backbone=Conv2026.03 | 45.18 |