Model |
Prohibitory |
Waring |
Mandatory |
|||
mAP (0.5) |
mAP (0.5:0.95) |
mAP (0.5) |
mAP (0.5:0.95) |
mAP (0.5) |
mAP (0.5:0.95) |
|
Repo |
80.90 |
52.8 |
86.17 |
52.93 |
71 |
46.8 |
GAM |
84.53 (+3.63) |
56.77 (+3.97) |
88.2 (+2.03) |
55.9 (+2.97) |
74.17 (+3.17) |
49.5 (+2.7) |
Bi-FPN |
84.17 (+3.27) |
56.43 (+3.63) |
87.8 (+1.63) |
55.07 (+2.14) |
74.53 (+3.53) |
49.67 (+2.87) |
SIoU |
84.83 (+3.93) |
56.7 (+3.9) |
87.63 (+1.46) |
56.43 (+3.5) |
73.57 (+2.57) |
49.3 (+2.5) |
Imp-YOLO |
85.7 (+4.8) |
62.5 (+9.7) |
89.8 (+3.63) |
61.2 (+8.27) |
81.5 (+10.5) |
58.9 (+12.1) |