Table 2.
Comparison of time complexity and space complexity of the model
| Model | TC (Flops/G) | SC (Byte/M) | Acc_IDH1 | Acc_Ki67 | Acc_MGMT | Acc_P53 |
|---|---|---|---|---|---|---|
| PMNet | 21.52225672 | 27.642438 | 96.91 | 97.90 | 96.56 | 97.38 |
| 2-PMNet | 30.589260624 | 35.307718 | 97.20 | 98.37 | 96.51 | 97.67 |
| 3-PMNet | 39.656264528 | 42.972998 | 97.44 | 98.08 | 96.68 | 97.90 |
| 4-PMNet | 48.723268432 | 50.638278 | 97.85 | 98.84 | 97.50 | 97.44 |
| 5-PMNet | 57.790272336 | 58.303558 | 98.14 | 98.84 | 97.85 | 98.49 |
| I-PMNet | 22.52307592 | 28.461638 | 96.91 | 98.37 | 96.62 | 98.02 |
| 2I-PMNet | 30.590079824 | 36.126918 | 97.26 | 98.66 | 96.33 | 97.09 |
| 3I-PMNet | 39.657083728 | 43.792198 | 97.61 | 98.02 | 96.74 | 97.79 |
| 4I-PMNet | 48.724087632 | 51.457478 | 98.31 | 99.24 | 97.96 | 98.54 |
| 5I-PMNet | 57.791091536 | 59.122758 | 98.23 | 98.19 | 98.27 | 98.19 |
Bold values indicate the optimal performance