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Comparison of classification rates on Dataset 1 under different resolutions.
| Method | 100% | 50% | 20% | 10% |
|---|---|---|---|---|
| SSCS | 73.15 | 73.34 | 74.52 | 74.51 |
| EDCS | 74.92 | 74.74 | 75.11 | 75.43 |
| ResNet | 80.38 | 79.88 | 79.32 | 78.76 |
| GoogLeNet | 80.63 | 81.63 | 82.52 | 79.02 |
| VDCNs | 83.19 | 83.37 | 84.50 | 84.57 |
| Ours | 85.40 | 86.02 | 86.14 | 86.63 |
