Table 3.
The comparison of testing results with different models and iterations.
No. | Model | Iterations | mAP | AP50 | AP75 | AR10 | AR100 | AR1000 |
---|---|---|---|---|---|---|---|---|
1 | X101-FPN 3x | 5000 | 0.174 | 0.383 | 0.141 | 0.055 | 0.214 | 0.214 |
10,000 | 0.172 | 0.393 | 0.122 | 0.054 | 0.211 | 0.211 | ||
2 | R50-FPN 3x | 5000 | 0.23 | 0.505 | 0.164 | 0.058 | 0.26 | 0.283 |
10,000 | 0.231 | 0.524 | 0.17 | 0.054 | 0.272 | 0.288 | ||
3 | R101-DC5 3x | 5000 | 0.237 | 0.59 | 0.133 | 0.045 | 0.27 | 0.324 |
10,000 | 0.237 | 0.569 | 0.155 | 0.042 | 0.271 | 0.33 |