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Parameter comparison when replacing the C2f with the LarK block at different positions in the backbone.
| Location of LarK Block | AP (%) | mAP@0.5 (%) | Para (M) | FLOPs (G) | ||||
|---|---|---|---|---|---|---|---|---|
| Echinus | Starfish | Holothurian | Scallop | Waterweeds | ||||
| All | 91.5 | 88.0 | 73.5 | 82.1 | 35.8 | 74.2 | 3.4 | 9.7 |
| The last three | 91.8 | 88.8 | 73.0 | 82.6 | 30.1 | 73.3 | 3.4 | 9.3 |
| The last two | 90.7 | 88.8 | 75.2 | 82.8 | 29.4 | 73.4 | 3.4 | 8.7 |
| The last one | 91.7 | 89.5 | 75.6 | 83.6 | 28.9 | 73.9 | 3.2 | 8.2 |
| The middle two | 92.2 | 89.4 | 76.4 | 84.6 | 34.7 | 75.5 | 3.2 | 9.2 |
