Table 11.
Learning rate | Epoch | Regularization loss | Weight decay | mAP |
0.0000001 | 100 | 5 | 0.0001 | 95.1 |
0.000001 | 100 | 5 | 0.0001 | 93.4 |
0.00001 | 100 | 5 | 0.0001 | 94.8 |
0.0000001 | 100 | 5 | 0.0002 | 96.1 |
0.000001 | 100 | 5 | 0.0002 | 95.3 |
0.00001 | 100 | 5 | 0.0002 | 96.3 |
0.0000001 | 100 | 5 | 0.0003 | 94.7 |
0.000001 | 100 | 5 | 0.0003 | 93.3 |
0.00001 | 100 | 5 | 0.0003 | 94.1 |
mAP = mean average precision.