Hyperplane Fitting on Synthetic 2D Data 4 Hyperplanes (test)
8.277TCSUPERANSAC UNKNOWN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SUPERANSAC UNKNOWNHyperplane count=estimated2026.05 | 8.277 | 8.1 | 1.978 | 0.093 | |
| PARSAC UNKNOWNHyperplane count=estimated2026.05 | 9.643 | 7.2 | 1.732 | 0.091 | |
| SEC.5 + FULL PIPELINEInitialization=Section 5 proposed method, Hyperplane count=estimated2026.05 | 16.59 | 4 | 0.241 | 0.357 | |
| PARSAC KNOWNHyperplane count=known2026.05 | 16.634 | — | 0.29 | 0.021 | |
| SUPERANSAC KNOWNHyperplane count=known2026.05 | 18.569 | — | 0.674 | 0.032 | |
| OPTICSHyperplane count=unknown2026.05 | 31.82 | 6.5 | 6.4 | 0.032 | |
| RANDOM + FULL PIPELINEInitialization=random, Hyperplane count=known2026.05 | 42.552 | — | 5.498 | 0.423 | |
| AGGCLUSTERHyperplane count=known2026.05 | 43.531 | — | 2.752 | 0.002 | |
| GMM+EMHyperplane count=known2026.05 | 44.475 | — | 3.819 | 0.383 | |
| K-MEANSHyperplane count=known2026.05 | 55.65 | — | 7.085 | 0.012 | |
| DBSCANHyperplane count=unknown2026.05 | 113.258 | 3.5 | 5.294 | 0.001 | |
| RANSACHyperplane count=known2026.05 | 145.392 | — | 8.735 | 0.027 |