Scene Classification on NWPU-RESISC45 (1-shot)
75.25AccuracyIDLN
Evaluation results
| Method | Links | |
|---|---|---|
| IDLNType=Metric, Backbone=ResNet-122026.03 | 75.25 | |
| DCN (Ours)Type=Transfer, Backbone=ResNet-122026.03 | 74.4 | |
| CSDLType=Transfer, Backbone=ResNet-122026.03 | 71.28 | |
| DeepDBCType=Transfer, Backbone=ResNet-122026.03 | 68.84 | |
| DLA-MatchNetType=Metric, Backbone=Conv2026.03 | 68.8 | |
| SPNetType=Metric, Backbone=ResNet-182026.03 | 67.84 | |
| deepEMDType=Metric, Backbone=ResNet-122026.03 | 67.5 | |
| FRNType=Metric, Backbone=ResNet-122026.03 | 66.31 | |
| PSMType=Metric, Backbone=ResNet-122026.03 | 66.17 | |
| RelationNetType=Metric, Backbone=ResNet-122026.03 | 65.52 | |
| ProtoNetType=Metric, Backbone=ResNet-122026.03 | 64.52 | |
| S2M2Type=Transfer, Backbone=ResNet-122026.03 | 63.24 | |
| SCL-MLNetType=Metric, Backbone=Conv2026.03 | 62.21 | |
| MatchingNetType=Metric, Backbone=ResNet-122026.03 | 61.57 | |
| MAMLType=Optimization, Backbone=ResNet-122026.03 | 56.01 | |
| LLSRType=Optimization, Backbone=Conv2026.03 | 51.43 |