| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PCNet (test) | StraightPCF | CD0.877 | 42 | 4d ago | |
| PUNet (test) | StraightPCF | Chamfer Distance0.562 | 42 | 4d ago | |
| PCNet synthetic (test) | StraightPCF | CD0.877 | 42 | 4d ago | |
| PUNet synthetic (test) | StraightPCF | CD0.562 | 42 | 4d ago | |
| PCNet Dense 50K | StraightPCF | CD0.883 | 36 | 4d ago | |
| PUNet Sparse 10K | StraightPCF | Chamfer Distance1.834 | 36 | 4d ago | |
| PCNet synthetic | IterativePFN | CD0.578 | 36 | 4d ago | |
| PUNet synthetic | StraightPCF | CD0.418 | 36 | 4d ago | |
| PCNet 10K Sparse Laplace noise (synthetic) | StraightPCF | CD3.156 | 18 | 4d ago | |
| PUNet 50K Dense Laplace noise (synthetic) | StraightPCF | CD0.602 | 18 | 4d ago | |
| PCNet Sparse 10K | IterativePFN | CD2.639 | 18 | 4d ago | |
| PUNet Dense 50K | StraightPCF | CD0.556 | 18 | 4d ago | |
| PUNet 50K resolution | DeepPSR | Inference Time (s)8.99 | 7 | 4d ago | |
| Kinect data | StraightPCF | CD1.296 | 6 | 4d ago |
