Table 4.
Rank of the algorithms on datasets.
| Dataset | LSTM | GRU | Conv-LSTM | Bi-LSTM | Bi-GRU | Bi-Conv-LSTM |
|---|---|---|---|---|---|---|
| New Cases 1-day AU | 1 | 4 | 6 | 3 | 2 | 5 |
| New Cases 3-day AU | 3 | 5 | 1 | 4 | 2 | 6 |
| New Cases 7-day AU | 2 | 6 | 3 | 5 | 4 | 1 |
| New Deaths 1-day AU | 3 | 2 | 6 | 4 | 1 | 5 |
| New Deaths 3-day AU | 3 | 1 | 6 | 4 | 2 | 5 |
| New Deaths 7-day AU | 1 | 2 | 6 | 4 | 3 | 5 |
| New Cases 1-day IR | 2 | 3 | 5 | 5 | 1 | 4 |
| New Cases 3-day IR | 3 | 2 | 1 | 6 | 1 | 4 |
| New Cases 7-day IR | 6 | 4 | 6 | 5 | 3 | 1 |
| New Deaths 1-day IR | 4 | 2 | 6 | 5 | 1 | 3 |
| New Deaths 3-day IR | 5 | 4 | 6 | 2 | 3 | 1 |
| New Deaths 7-day IR | 3 | 4 | 6 | 2 | 5 | 1 |
| Average Rank | 3 | 3.25 | 4.83 | 4.08 | 2.33 | 3.42 |