Edge Estimation on Synthetic tensor time series
0.992AUC-ROCKTVGL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KTVGLM=3, dm=102026.02 | 0.992 | 0.837 | 0.754 | |
| KTVGLM=3, dm=52026.02 | 0.988 | 0.895 | 0.804 | |
| KTVGLM=3, dm=152026.02 | 0.985 | 0.699 | 0.735 | |
| KTVGLM=3, dm=32026.02 | 0.981 | 0.875 | 0.8 | |
| KTVGLM=2, dm=102026.02 | 0.955 | 0.798 | 0.713 | |
| KTVGLM=2, dm=32026.02 | 0.949 | 0.834 | 0.759 | |
| KTVGLM=2, dm=52026.02 | 0.946 | 0.837 | 0.759 | |
| KTVGLM=2, dm=152026.02 | 0.944 | 0.721 | 0.648 | |
| Static KGLM=3, dm=52026.02 | 0.909 | 0.329 | 0.401 | |
| Static KGLM=2, dm=32026.02 | 0.892 | 0.464 | 0.579 | |
| Static KGLM=3, dm=152026.02 | 0.89 | 0.19 | 0.262 | |
| Static KGLM=3, dm=102026.02 | 0.843 | 0.219 | 0.29 | |
| Static KGLM=3, dm=32026.02 | 0.838 | 0.364 | 0.445 | |
| Static KGLM=2, dm=52026.02 | 0.831 | 0.374 | 0.468 | |
| Static KGLM=2, dm=102026.02 | 0.824 | 0.347 | 0.399 | |
| TVGLM=2, dm=32026.02 | 0.779 | 0.639 | 0.58 | |
| Static KGLM=2, dm=152026.02 | 0.763 | 0.274 | 0.337 | |
| TVGLM=3, dm=32026.02 | 0.761 | 0.538 | 0.52 | |
| TVGLM=2, dm=52026.02 | 0.743 | 0.501 | 0.494 | |
| TVGLM=2, dm=102026.02 | 0.687 | 0.355 | 0.384 | |
| TVGLM=3, dm=52026.02 | 0.644 | 0.34 | 0.37 | |
| TVGLM=2, dm=152026.02 | 0.544 | 0.147 | 0.166 |