Multi-Object Tracking on FishTrack 23 1.0 (test)
55.206HOTAAquaFeat+
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AquaFeat+Enhancement Module=AquaFeat+, Base Detector=YOLOv10s, Tracker=ByteTrack2026.01 | 55.206 | 55.01 | 50.896 | 60.194 | 68.094 | |
| AquaFeatEnhancement Module=AquaFeat, Base Detector=YOLOv8m, Tracker=ByteTrack2026.01 | 54.715 | 55.762 | 50.931 | 59.144 | 68.414 | |
| AquaFeat+Enhancement Module=AquaFeat+, Base Detector=YOLOv8m, Tracker=ByteTrack2026.01 | 54.197 | 54.97 | 50.105 | 58.904 | 67.631 | |
| YOLOv8mBase Detector=YOLOv8m, Tracker=ByteTrack2026.01 | 52.75 | 53.782 | 51.42 | 54.408 | 65.099 | |
| AquaFeatEnhancement Module=AquaFeat, Base Detector=YOLOv10s, Tracker=ByteTrack2026.01 | 52.143 | 55.208 | 50.485 | 54.096 | 63.358 | |
| YOLOv10sBase Detector=YOLOv10s, Tracker=ByteTrack2026.01 | 49.153 | 51.802 | 47.328 | 51.467 | 64.221 | |
| FeatEnHancerEnhancement Module=FeatEnHancer, Base Detector=YOLOv10s, Tracker=ByteTrack2026.01 | 49.132 | 44.198 | 45.114 | 53.681 | 60.843 | |
| FeatEnHancerEnhancement Module=FeatEnHancer, Base Detector=YOLOv8m, Tracker=ByteTrack2026.01 | 47.475 | 37.228 | 41.147 | 54.969 | 59.42 |