| Paper | Code | Recall (3cm, 10 degrees) | RRE (degrees) | RTE (cm) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmark | ✓ Link | 88.06 | 0.030 | 0.017 | Exhaustive Grid Search | 2024-03-23 |
| SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration | 84.70 | 1.68 | 0.80 | FPFH+SC2-PCR | 2022-01-01 | |
| Learning general and distinctive 3D local deep descriptors for point cloud registration | ✓ Link | 75.40 | 2.14 | 1.45 | GeDi | 2021-05-21 |
| SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration | 63.00 | 1.98 | 1.27 | FCGF+SC2-PCR | 2022-01-01 | |
| GeoTransformer: Fast and Robust Point Cloud Registration with Geometric Transformer | ✓ Link | 22.07 | 2.45 | 1.94 | GeoTransformer | 2023-07-25 |
| Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration | 0.00 | - | - | GO-ICP | 2016-05-11 |