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Multi-Session Place Recognition on HeLiPR (O-128) r5→6

94.5AUCBEVPlace++
53.52464.16274.885.438Mar 6, 2026

Evaluation results

MethodLinks
BEVPlace++Distance threshold (dgt)=10 m, Supervised (trained on KITTI)=true, Sensor configuration=O-1282026.0394.5
PROBEDistance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0394.1
LiDAR-IrisDistance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0393.1
SCDistance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0386.1
SC++Distance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0386
RING++Distance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0382.7
M2DPDistance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0382.4
SOLiDDistance threshold (dgt)=10 m, Supervised (trained on KITTI)=false, Sensor configuration=O-1282026.0355.1