| Paper | Code | Cross Subject Accuracy | Cross View Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| SRENet: Spectral Re-Entry Network for Point Cloud Action Recognition | 93.2 | 98.0 | SRENet | 2026-06-02 | |
| Paving the Way for Point Cloud Video Representation Learning Using A PDE Model | ✓ Link | 92.44 | 97.24 | MotionPDE (PST-Transformer) | 2026-06-01 |
| No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces | ✓ Link | 92.3 | 96.4 | Kinet | 2022-03-21 |
| Deep Hierarchical Representation of Point Cloud Videos via Spatio-Temporal Decomposition | ✓ Link | 91.4 | 96.7 | PSTNet++ | 2021-12-14 |
| PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences | ✓ Link | 90.5 | 96.5 | PSTNet | 2022-05-27 |
| Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos | ✓ Link | 90.2 | 96.4 | P4Transformer | 2021-06-19 |
| 3DVNet: Multi-View Depth Prediction and Volumetric Refinement | ✓ Link | 88.8 | 96.3 | 3DV-PointNet++ | 2021-12-01 |