Table 6 Results of the new network structure
Core Net | Pair | Round | Depth | Total Params | Accuracy | Source |
|---|---|---|---|---|---|---|
Conv | 1 | 6 | 5 | 70177 | 0.7888 | Gohr (2019) |
2 | 7 | 5 | 129409 | 0.6393 | Chen et al. (2021) | |
4 | 7 | 5 | 162177 | 0.6861 | ||
SeparableConv | 1 | 6 | 5 | 50661 | 0.7871 | “New network structure” section |
1 | 6 | 1 | 40421 | 0.7840 | ||
2 | 7 | 5 | 50369 | 0.6470 | “New network structure” section | |
2 | 7 | 1 | 38593 | 0.6452 | ||
4 | 7 | 5 | 83137 | 0.6939 | “New network structure” section | |
4 | 7 | 1 | 71361 | 0.6598 |