Table 5
Comparison of enhancement levels of texture clarity by various models.
| Model | Scene type | Contrast (%) | Energy (%) | Homogeneity (%) |
|---|---|---|---|---|
| FA-SRGAN | Virtual Characters & Environment | 15% | 12% | 10% |
| Natural Environment Simulation | 12% | 10% | 8% | |
| Architectural Design | 18% | 14% | 11% | |
| Scientific & Medical Visualization | 16% | 13% | 9% | |
| SRGAN | Virtual Characters & Environment | 10% | 8% | 6% |
| Natural Environment Simulation | 8% | 7% | 5% | |
| Architectural Design | 12% | 9% | 7% | |
| Scientific & Medical Visualization | 9% | 6% | 5% | |
| VDSR | Virtual Characters & Environment | 6% | 5% | 4% |
| Natural Environment Simulation | 5% | 4% | 3% | |
| Architectural Design | 7% | 6% | 4% | |
| Scientific & Medical Visualization | 6% | 5% | 3% | |
| DCSCN | Virtual Characters & Environment | 9% | 7% | 5% |
| Natural Environment Simulation | 8% | 6% | 4% | |
| Architectural Design | 11% | 8% | 6% | |
| Scientific & Medical Visualization | 10% | 7% | 5% | |
| CycleGAN | Virtual Characters & Environment | 8% | 6% | 4% |
| Natural Environment Simulation | 7% | 5% | 3% | |
| Architectural Design | 9% | 7% | 5% | |
| Scientific & Medical Visualization | 8% | 6% | 4% | |
| Attention GAN | Virtual Characters & Environment | 12% | 9% | 8% |
| Natural Environment Simulation | 10% | 8% | 7% | |
| Architectural Design | 14% | 11% | 9% | |
| Scientific & Medical Visualization | 12% | 10% | 8% |
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