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Models/YOLO-Drone

YOLO-Drone

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology8 results

3DonIndia Driving Dataset
mAP@0.5· 2023-04-14
59.87
best: 81.1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
3DonCOCO 2017
mAP· 2023-04-14
35.45
best: 56.4 (UniRepLKNet-XL++)
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
2D ClassificationonIndia Driving Dataset
mAP@0.5· 2023-04-14
59.87
best: 81.1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
2D ClassificationonCOCO 2017
mAP· 2023-04-14
35.45
best: 56.4 (UniRepLKNet-XL++)
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
2D Object DetectiononIndia Driving Dataset
mAP@0.5· 2023-04-14
59.87
best: 81.1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
2D Object DetectiononCOCO 2017
mAP· 2023-04-14
35.45
best: 56.4 (UniRepLKNet-XL++)
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
16konIndia Driving Dataset
mAP@0.5· 2023-04-14
59.87
best: 81.1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
16konCOCO 2017
mAP· 2023-04-14
35.45
best: 56.4 (UniRepLKNet-XL++)
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925

Computer Vision2 results

Object DetectiononIndia Driving Dataset
mAP@0.5· 2023-04-14
59.87
best: 81.1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925
Object DetectiononCOCO 2017
mAP· 2023-04-14
35.45
best: 56.4 (UniRepLKNet-XL++)
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective arXiv:2304.06925