3D Facial Expression Recognition on BU-3DFE (val)
70.25Accuracypointcloud refinement pipeline
Evaluation Results
| Method | Links | |
|---|---|---|
| pointcloud refinement pipelineUsed part of BU-3DFE (%)=25, Point cloud configuration (Full vs 512 points)=512, Fine-tuning=True2026.03 | 70.25 | |
| FLAME-based 3D pointcloud generation pipelineUsed part of BU-3DFE (%)=25, Point cloud configuration (Full vs 512 points)=Full, Fine-tuning=True2026.03 | 69.41 | |
| pointcloud refinement pipelineUsed part of BU-3DFE (%)=10, Point cloud configuration (Full vs 512 points)=512, Fine-tuning=True2026.03 | 67.19 | |
| PointNet++ (Baseline)Used part of BU-3DFE (%)=25, Point cloud configuration (Full vs 512 points)=512, Fine-tuning=False2026.03 | 62.98 | |
| PointNet++ (Baseline)Used part of BU-3DFE (%)=25, Point cloud configuration (Full vs 512 points)=Full, Fine-tuning=False2026.03 | 50.12 | |
| PointNet++ (Baseline)Used part of BU-3DFE (%)=10, Point cloud configuration (Full vs 512 points)=Full, Fine-tuning=False2026.03 | 50 | |
| PointNet++ (Baseline)Used part of BU-3DFE (%)=10, Point cloud configuration (Full vs 512 points)=512, Fine-tuning=False2026.03 | 45.31 |