Table 2.
Range of relevant parameters of 20 groups of data before the experiment.
| Datasets | Noise level (%) | Percentage of missing data (%) | Text compression ratio | Image compression ratio | Audio compression ratio |
|---|---|---|---|---|---|
| 1 | 0.014–0.092 | 0.020–0.045 | 1.127–2.750 | 1.389–2.856 | 1.156–2.335 |
| 2 | 0.015–0.070 | 0.011–0.048 | 1.184–2.898 | 1.432–2.397 | 1.494–2.026 |
| 3 | 0.042–0.057 | 0.019–0.036 | 1.182–2.191 | 1.367–2.205 | 1.169–1.772 |
| 4 | 0.019–0.086 | 0.016–0.032 | 1.115–2.472 | 1.217–2.896 | 1.107–2.414 |
| 5 | 0.039–0.082 | 0.011–0.030 | 1.326–2.066 | 1.105–2.086 | 1.147–2.077 |
| 6 | 0.038–0.077 | 0.018–0.020 | 1.410–2.453 | 1.183–2.027 | 1.210–2.054 |
| 7 | 0.020–0.067 | 0.013–0.032 | 1.310–2.441 | 1.173–2.583 | 1.361–2.330 |
| 8 | 0.017–0.095 | 0.015–0.048 | 1.260–2.560 | 1.269–2.893 | 1.183–1.511 |
| 9 | 0.033–0.070 | 0.013–0.030 | 1.162–2.182 | 1.427–2.342 | 1.155-2.400 |
| 10 | 0.028–0.097 | 0.017–0.034 | 1.445–2.946 | 1.204–2.380 | 1.450–2.097 |
| 11 | 0.016–0.079 | 0.012–0.034 | 1.249–2.271 | 1.336–2.268 | 1.340–2.165 |
| 12 | 0.030–0.081 | 0.011–0.025 | 1.358–2.409 | 1.350–2.409 | 1.170–2.414 |
| 13 | 0.011–0.094 | 0.015–0.033 | 1.110–2.156 | 1.321–2.436 | 1.268–1.883 |
| 14 | 0.047–0.078 | 0.019–0.031 | 1.386–2.659 | 1.218–2.948 | 1.308–1.547 |
| 15 | 0.038–0.096 | 0.016–0.039 | 1.111–2.222 | 1.405–2.140 | 1.167–2.238 |
| 16 | 0.038–0.058 | 0.010–0.040 | 1.192–2.672 | 1.447–2.487 | 1.133–2.103 |
| 17 | 0.033–0.080 | 0.012–0.049 | 1.108–2.104 | 1.458-2.800 | 1.198–1.889 |
| 18 | 0.027–0.087 | 0.011–0.032 | 1.420–2.179 | 1.270–2.022 | 1.215–1.856 |
| 19 | 0.047–0.096 | 0.011–0.050 | 1.361–2.238 | 1.207–2.542 | 1.388–1.797 |
| 20 | 0.028–0.056 | 0.015–0.038 | 1.140–2.243 | 1.353–2.258 | 1.327–1.976 |
In this paper, the verification of VR-Flipped model is verified through three levels: