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Parameter comparison when replacing the C2f with the C2fSTR at different positions in the backbone.
| Location of C2fSTR | AP (%) | mAP@0.5 (%) | Para (M) | FLOPs (G) | ||||
|---|---|---|---|---|---|---|---|---|
| Echinus | Starfish | Holothurian | Scallop | Waterweeds | ||||
| All | 90.5 | 89.1 | 73.6 | 82.1 | 33.8 | 73.8 | 3.0 | 30.9 |
| The last three | 90.9 | 88.6 | 75.5 | 82.3 | 36.2 | 74.7 | 3.0 | 29.9 |
| The last two | 90.4 | 88.9 | 75.4 | 82.8 | 35.0 | 74.5 | 3.0 | 27.8 |
| The last one | 91.4 | 88.9 | 75.7 | 82.4 | 37.6 | 75.2 | 2.9 | 18.1 |
| The middle two | 91.6 | 89.0 | 73.2 | 81.9 | 38.4 | 74.8 | 3.1 | 20.0 |
