TABLE 2.
Comparison of the PLB methods (IOU = 0.50:0.95) on PyTorch.
| PLB1C | PLB1B | PLB2C | PLB2B | MAP | AP_small | AP_medium | AP_large |
|---|---|---|---|---|---|---|---|
| Not used | - | - | - | 48.9 | 18.3 | 39.7 | 56.3 |
| ✓ | - | - | - | 49.3 | 19.3 (+5.46%) | 40.2 | 56.5 |
| - | ✓ | - | - | 49.2 | 19.1 (+4.37%) | 39.9 | 56.8 |
| - | - | ✓ | - | 46.6 | 19.2 (+4.92%) | 38.8 | 53.9 |
| - | - | - | ✓ | 48.7 | 19.0 (+3.83%) | 39.2 | 56.2 |
| ✓ | - | ✓ | 49.3 | 18.6 (+1.64%) | 39.9 | 56.7 | |
| ✓ | ✓ | - | - | 49.1 | 19.3 (+5.46%) | 39.9 | 56.5 |