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Comparison of classification rates on Dataset 2 under different resolutions.
| Method | 100% | 50% | 20% | 10% |
|---|---|---|---|---|
| SSCS | 74.54 | 74.54 | 73.91 | 74.48 |
| EDCS | 80.06 | 80.06 | 79.30 | 78.60 |
| ResNet | 82.46 | 82.40 | 84.69 | 87.13 |
| GoogLeNet | 84.69 | 84.69 | 84.74 | 84.12 |
| VDCNs | 89.10 | 88.71 | 87.80 | 88.13 |
| Ours | 90.06 | 90.34 | 90.03 | 90.69 |
