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Quantitative results produced by DeconvNet and the proposed network for various TL experiments. Shading indicates the improvement of one method over another.
| Data | Method | DeconvNet | Light-Weight |
|---|---|---|---|
| Freiburg | W/O synthetic data | 73.65(%) | 94.43(%) |
| After using two-class synthetic | 66.62(%) | 94.06(%) | |
| After using four-class high-definition | 68.7(%) | 94.59(%) | |
| After using four-class random synthetic | 68.14(%) | 93.89(%) |
