NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation

Benchmark Model Rank Results
3d-point-cloud-interpolation-on-dhb-datasetNeuralPCI#1CD: 0.54EMD: 3.68
3d-point-cloud-interpolation-on-dhb-datasetPV-RAFT#2CD: 0.92EMD: 6.14
3d-point-cloud-interpolation-on-dhb-datasetPointINet#3CD: 0.96EMD: 12.25
3d-point-cloud-interpolation-on-dhb-datasetIDEA-Net#4CD: 1.02EMD: 12.03
3d-point-cloud-interpolation-on-dhb-datasetNSFP#5CD: 1.22EMD: 7.81
3d-point-cloud-interpolation-on-nl-driveNeuralPCI#1CD: 0.80EMD: 97.03
3d-point-cloud-interpolation-on-nl-drivePointINet#2CD: 1.06EMD: 101.12
3d-point-cloud-interpolation-on-nl-drivePV-RAFT#3CD: 1.64EMD: 140.42
3d-point-cloud-interpolation-on-nl-driveNSFP#4CD: 1.75EMD: 132.13