Hyperplane Fitting on Synthetic 2D Data 3 Hyperplanes (test)
7.512TCSUPERANSAC UNKNOWN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SUPERANSAC UNKNOWNHyperplane count=estimated2026.05 | 7.512 | 6.5 | 1.427 | 0.093 | |
| PARSAC UNKNOWNHyperplane count=estimated2026.05 | 8.21 | 6.85 | 2.403 | 0.091 | |
| SEC.5 + FULL PIPELINEInitialization=Section 5 proposed method, Hyperplane count=estimated2026.05 | 16.681 | 3 | 0.135 | 0.357 | |
| PARSAC KNOWNHyperplane count=known2026.05 | 17.347 | — | 0.202 | 0.021 | |
| OPTICSHyperplane count=unknown2026.05 | 20.76 | 6.75 | 5.146 | 0.032 | |
| SUPERANSAC KNOWNHyperplane count=known2026.05 | 25.028 | — | 0.534 | 0.032 | |
| RANDOM + FULL PIPELINEInitialization=random, Hyperplane count=known2026.05 | 36.445 | — | 2.752 | 0.423 | |
| AGGCLUSTERHyperplane count=known2026.05 | 47.188 | — | 2.045 | 0.002 | |
| GMM+EMHyperplane count=known2026.05 | 58.26 | — | 3.89 | 0.383 | |
| K-MEANSHyperplane count=known2026.05 | 62.638 | — | 4.898 | 0.012 | |
| DBSCANHyperplane count=unknown2026.05 | 85.481 | 4.15 | 5.471 | 0.001 | |
| RANSACHyperplane count=known2026.05 | 302.27 | — | 8.272 | 0.027 |