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Accuracy effect with PLB in BBCD Dataset (IOU = 0.50:0.95) on PyTorch.
| MAP | AP_small | AP_ Medium | AP_large | |
|---|---|---|---|---|
| Origin model | 63.1 | 47.8 | 64.9 | 50.2 |
| PLB1C | 63.6 | 49.7 (+3.97%) | 65.2 (+0.46%) | 49.6 (−1.20%) |
| PLB1B | 63.1 | 48.6 (+1.67%) | 64.0 (−1.40%) | 50.6 (+0.80%) |
| PLB1C + PLB1B | 63.7 | 49.0 (+2.51%) | 66.6 (+2.62%) | 50.2 (+0%) |
