Remote Sensing Image Scene Classification on WHU-RS19 (test)
81.741-shot AccuracyDCN (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCN (Ours)Type=Transfer, Backbone=ResNet-122026.03 | 81.74 | 91.67 | |
| SPNetType=Metric, Backbone=ResNet-182026.03 | 81.06 | 88.04 | |
| MatchingNetType=Metric, Backbone=ResNet-122026.03 | 75.99 | 82.96 | |
| IDLNType=Metric, Backbone=ResNet-122026.03 | 73.89 | 83.12 | |
| S2M2Type=Transfer, Backbone=ResNet-122026.03 | 69 | 82.14 | |
| DLA-MatchNetType=Metric, Backbone=Conv2026.03 | 68.27 | 79.89 | |
| DeepDBCType=Transfer, Backbone=ResNet-122026.03 | 68.23 | 85.9 | |
| PSMType=Metric, Backbone=ResNet-122026.03 | 67.72 | 86.21 | |
| deepEMDType=Metric, Backbone=ResNet-122026.03 | 67.37 | 85.43 | |
| ProtoNetType=Metric, Backbone=ResNet-122026.03 | 65.53 | 85.53 | |
| RelationNetType=Metric, Backbone=ResNet-122026.03 | 65.36 | 80.02 | |
| FRNType=Metric, Backbone=ResNet-122026.03 | 63.75 | 83.18 | |
| MAMLType=Optimization, Backbone=ResNet-122026.03 | 59.19 | 72.34 | |
| LLSRType=Optimization, Backbone=Conv2026.03 | 57.1 | 70.65 |