SOTAVerified

3D Point Cloud Interpolation

Point cloud interpolation is a fundamental problem for 3D computer vision. Given a low temporal resolution (frame rate) point cloud sequence, the target of interpolation is to generate a smooth point cloud sequence with high temporal resolution (frame rate).

Papers

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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NSFPCD1.22Unverified
2IDEA-NetCD1.02Unverified
3PointINetCD0.96Unverified
4PV-RAFTCD0.92Unverified
5NeuralPCICD0.54Unverified
#ModelMetricClaimedVerifiedStatus
1NSFPCD1.75Unverified
2PV-RAFTCD1.64Unverified
3PointINetCD1.06Unverified
4NeuralPCICD0.8Unverified