Scene Classification on NWPU-RESISC45 (5-shot)
89.22AccuracyDCN (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| DCN (Ours)Type=Transfer, Backbone=ResNet-122026.03 | 89.22 | |
| CSDLType=Transfer, Backbone=ResNet-122026.03 | 85.66 | |
| IDLNType=Metric, Backbone=ResNet-122026.03 | 84.67 | |
| DeepDBCType=Transfer, Backbone=ResNet-122026.03 | 84.12 | |
| SPNetType=Metric, Backbone=ResNet-182026.03 | 83.94 | |
| S2M2Type=Transfer, Backbone=ResNet-122026.03 | 83.23 | |
| PSMType=Metric, Backbone=ResNet-122026.03 | 83.03 | |
| ProtoNetType=Metric, Backbone=ResNet-122026.03 | 81.95 | |
| DLA-MatchNetType=Metric, Backbone=Conv2026.03 | 81.63 | |
| SCL-MLNetType=Metric, Backbone=Conv2026.03 | 80.86 | |
| deepEMDType=Metric, Backbone=ResNet-122026.03 | 80.54 | |
| FRNType=Metric, Backbone=ResNet-122026.03 | 79.67 | |
| RelationNetType=Metric, Backbone=ResNet-122026.03 | 78.38 | |
| MatchingNetType=Metric, Backbone=ResNet-122026.03 | 76.02 | |
| MAMLType=Optimization, Backbone=ResNet-122026.03 | 72.94 | |
| LLSRType=Optimization, Backbone=Conv2026.03 | 72.9 |