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State Estimation on A2RL Drone Championship Season 1

28.2Top Speed (m/s)MonoRace
11.5615.8820.224.52Mar 3, 2026

Evaluation results

MethodLinks
MonoRaceCamera=Mono, IMU=Yes, Additional Sensors=Motor RPM, Gate Detection=GateNet, Corner Detection=LSD, Detection Type=2-stages, State Estimation Pipeline=RANSAC + PnP + EKF2026.0328.2
Fly4FutureCamera=Mono, IMU=Yes, Additional Sensors=-, Gate Detection=-, Corner Detection=U-Net, Detection Type=1-stage†, State Estimation Pipeline=VINS-Mono/OpenVINS + PnP + Drift KF2026.0312.5
KAISTCamera=Mono, IMU=Yes, Additional Sensors=-, Gate Detection=YoloV8-Pose, Corner Detection=-, Detection Type=1-stage‡, State Estimation Pipeline=OpenVINS + PnP + Drift KF2026.0312.2