SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Benchmark Model Rank Results
point-cloud-registration-on-3dmatch-benchmarkSpinNet (no code published as of Dec 15 2020)#4Feature Matching Recall: 97.6
point-cloud-registration-on-3dmatch-trainedSpinNet#2Recall: 0.845
point-cloud-registration-on-eth-trained-onSpinNet#3Feature Matching Recall: 0.928Recall (30cm, 5 degrees): 73.07
point-cloud-registration-on-fpv1SpinNet#5Recall (3cm, 10 degrees): 42.46RRE (degrees): 3.105RTE (cm): 1.670
point-cloud-registration-on-kittiSpinNet#3Success Rate: 99.10
point-cloud-registration-on-kitti-trained-onSpinNet#8Success Rate: 81.44