Trajectory Anomaly Generation Evaluation on SF-Life
0.03Kinematic Violation RateLinear Interpolation Baseline
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Linear Interpolation BaselineTrajectory Perturbation Variant=Linear Interpolation Baseline2026.06 | 0.03 | 5,714,929.7163 | 7.86 | 14.1236 | 17.0865 | 96.63 | |
| SkipTrajectory Perturbation Variant=Skip2026.06 | 0.5 | 1.1762 | 2.57 | 8.9523 | 15.4753 | 100 | |
| Insert+SkipTrajectory Perturbation Variant=Insert+Skip2026.06 | 0.52 | -0.4581 | 2.75 | 12.1071 | 14.914 | 100 | |
| Co-location Swap BaselineTrajectory Perturbation Variant=Co-location Swap Baseline2026.06 | 0.52 | -0.0001 | 6.03 | 81.7863 | 74.1249 | 100 | |
| InsertTrajectory Perturbation Variant=Insert2026.06 | 0.53 | -1.7082 | 2.74 | 4.7207 | 6.7733 | 100 | |
| Skip w/NoiseTrajectory Perturbation Variant=Skip w/Noise2026.06 | 41.6 | -5,931.2831 | 20.79 | 43.1483 | 15.5058 | 100 | |
| Insert+Skip w/NoiseTrajectory Perturbation Variant=Insert+Skip w/Noise2026.06 | 42.58 | -5,933.9265 | 20.95 | 48.3594 | 14.92 | 100 | |
| Insert w/NoiseTrajectory Perturbation Variant=Insert w/Noise2026.06 | 42.6 | -5,929.4957 | 20.93 | 34.0098 | 6.8082 | 100 |