Table 3 Comparison results of framework performance.
From: Synergistic enhancement of detection-tracking framework for zebrafish shoaling behavior analysis
Framework | CTR↑ (%) | CIR↑ (%) | MR↓ (%) | FPS↑ |
|---|---|---|---|---|
YOLOv8s \(+\) original deepsort | 78.21 | 84.78 | 14.01 | 21.7 |
ZebraYOLO \(+\) original deepsort | 87.94 | 91.67 | 10.63 | 19.2 |
ZebraYOLO \(+\) improved deepsort | 98.22 | 97.09 | 2.16 | 17.9 |
