Object Detection on M3FD (Class APs & Overall P/R/mAP)
80.9AP (People)IAYOLO
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| IAYOLOType=JED2026.05 | 80.9 | 94.3 | 90.1 | 94.4 | 85.4 | 86.7 | 89.8 | 85.1 | 88.6 | |
| AMIEOD2026.05 | 80.7 | 94.6 | 90.9 | 94.6 | 90 | 89.3 | 91.1 | 85.4 | 90 | |
| YOLOv32026.05 | 80.6 | 94.2 | 89.5 | 95.3 | 86.7 | 89.3 | 91.2 | 84.9 | 89.3 | |
| SCI-YOLOv3*Type=JED2026.05 | 80.6 | 94.2 | 90.4 | 94.6 | 86.1 | 86.8 | 91.3 | 83.7 | 88.8 | |
| YOLAType=IIFE2026.05 | 80.4 | 94.2 | 90.6 | 94.8 | 87.4 | 87.7 | 91 | 85.4 | 89.2 | |
| SCI-YOLOv3Type=LLIE2026.05 | 79.6 | 93.8 | 90.2 | 94.3 | 84 | 85 | 89 | 83.5 | 87.8 |