PREDATOR: Registration of 3D Point Clouds with Low Overlap

Benchmark Model Rank Results
point-cloud-registration-on-3dlomatch-10-30Predator-1k#5Recall ( correspondence RMSE below 0.2): 62.5
point-cloud-registration-on-3dlomatch-10-30Predator-5k#6Recall ( correspondence RMSE below 0.2): 59.8
point-cloud-registration-on-3dlomatch-10-30Predator-NR#12Recall ( correspondence RMSE below 0.2): 24
point-cloud-registration-on-3dmatch-at-least-2Predator-1k#3Recall ( correspondence RMSE below 0.2): 90.5
point-cloud-registration-on-3dmatch-at-least-2Predator-5k#4Recall ( correspondence RMSE below 0.2): 89
point-cloud-registration-on-3dmatch-at-least-2Predator-NR#10Recall ( correspondence RMSE below 0.2): 62.7
point-cloud-registration-on-kitti-trained-onPredator#11Success Rate: 41.20
point-cloud-registration-on-rotkittiPREDATOR#4RR@(1.5,0.3): 41.6RR@(1,0.1): 35.0
point-cloud-registration-on-scannet-trainedPredator#3Recall ( correspondence RMSE below 0.2): 63.7