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Models/OBSS YOLOv5+Track Boosting (Including Synthetic Data)

OBSS YOLOv5+Track Boosting (Including Synthetic Data)

Reported on 20 benchmarks across 5 tasks · 1 paper · 15 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology16 results

3DonDrone vs Bird
AP50· uses extra data· 2021-11-24
79.4
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
3DonDrone vs Bird
AP50l· uses extra data· 2021-11-24
70.3
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
3DonDrone vs Bird
AP50m· uses extra data· 2021-11-24
72.7
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D ClassificationonDrone vs Bird
AP50· uses extra data· 2021-11-24
79.4
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D ClassificationonDrone vs Bird
AP50l· uses extra data· 2021-11-24
70.3
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D ClassificationonDrone vs Bird
AP50m· uses extra data· 2021-11-24
72.7
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D Object DetectiononDrone vs Bird
AP50· uses extra data· 2021-11-24
79.4
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D Object DetectiononDrone vs Bird
AP50l· uses extra data· 2021-11-24
70.3
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D Object DetectiononDrone vs Bird
AP50m· uses extra data· 2021-11-24
72.7
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
16konDrone vs Bird
AP50· uses extra data· 2021-11-24
79.4
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
16konDrone vs Bird
AP50l· uses extra data· 2021-11-24
70.3
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
16konDrone vs Bird
AP50m· uses extra data· 2021-11-24
72.7
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
3DonDrone vs Bird
AP50s· uses extra data· 2021-11-24
86.2
best: 86.6 (OBSS YOLOv5+Track Boosting)
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D ClassificationonDrone vs Bird
AP50s· uses extra data· 2021-11-24
86.2
best: 86.6 (OBSS YOLOv5+Track Boosting)
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
2D Object DetectiononDrone vs Bird
AP50s· uses extra data· 2021-11-24
86.2
best: 86.6 (OBSS YOLOv5+Track Boosting)
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
16konDrone vs Bird
AP50s· uses extra data· 2021-11-24
86.2
best: 86.6 (OBSS YOLOv5+Track Boosting)
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389

Computer Vision4 results

Object DetectiononDrone vs Bird
AP50· uses extra data· 2021-11-24
79.4
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
Object DetectiononDrone vs Bird
AP50l· uses extra data· 2021-11-24
70.3
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
Object DetectiononDrone vs Bird
AP50m· uses extra data· 2021-11-24
72.7
SOTA
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389
Object DetectiononDrone vs Bird
AP50s· uses extra data· 2021-11-24
86.2
best: 86.6 (OBSS YOLOv5+Track Boosting)
Track Boosting and Synthetic Data Aided Drone Detection arXiv:2111.12389