RMSE
| Mesh | bca | bco | sbm | IoT | |
|---|---|---|---|---|---|
| TMF | 0.098367 | 0.002042 | 0.078339 | 0.092746 | 0.071200 |
| LIST | 0.083869 | 0.012625 | 4.052248 | 3.968031 | 4.037594 |
| E-LSTM-D | 0.060888 | 0.000628 | 0.031500 | 0.495248 | 0.073820 |
| D2V | 0.150065 | 0.123365 | 0.168987 | 0.497467 | 0.116306 |
| DDNE | 0.063756 | 0.029960 | 0.032322 | 0.501605 | 0.070869 |
| STGSN | 0.108432 | 0.023577 | 0.030706 | 0.492034 | 0.093879 |
| GCN-GAN | 0.085676 | 0.023534 | 0.043063 | 0.497642 | 0.105456 |
| random | 0.56746 | 0.573290 | 0.573139 | 0.574525 | 0.572517 |
| HLGNN2 | 0.117428 | 0.070990 | 0.077648 | 0.074856 |
MAE
| Mesh | bca | bco | sbm | IoT | |
|---|---|---|---|---|---|
| TMF | 0.044408 | 0.000012 | 0.022221 | 0.070981 | 0.018949 |
| LIST | 0.018094 | 0.006052 | 2.086790 | 2.425441 | 2.083085 |
| E-LSTM-D | 0.013007 | 0.000001 | 0.004360 | 0.492358 | 0.014699 |
| D2V | 0.063211 | 0.095795 | 0.141738 | 0.494501 | 0.035756 |
| DDNE | 0.018397 | 0.014720 | 0.008427 | 0.498243 | 0.015196 |
| STGSN | 0.018333 | 0.000968 | 0.001406 | 0.489512 | 0.021034 |
| GCN-GAN | 0.013082 | 0.000832 | 0.002218 | 0.494954 | 0.015069 |
| random | 0.48427 | 0.493700 | 0.493448 | 0.495130 | 0.492788 |
| HLGNN2 | 0.018328 | 0.010766 | 0.011600 | 0.019325 |
EW-KL
| Mesh | bca | bco | sbm | IoT | |
|---|---|---|---|---|---|
| TMF | 2.955982 | 3.051783 | 6.008011 | 0.006934 | 1.287974 |
| LIST | 2.349877 | 7.185610 | 11.398714 | 5.408840 | 11.234232 |
| E-LSTM-D | 0.904897 | 0.549063 | 7.385842 | 0.009857 | 0.853936 |
| D2V | 1.894586 | 6.141146 | 5.877328 | 0.010085 | 1.333728 |
| DDNE | 1.015653 | 7.570736 | 7.162294 | 0.010777 | 0.826587 |
| STGSN | 6.501578 | 9.202934 | 7.482417 | 0.009207 | 1.879664 |
| GCN-GAN | 1.277723 | 6.866903 | 11.021100 | 0.009531 | 2.765459 |
| random | 3.95294 | 5.379170 | 5.241986 | 0.312194 | 4.342598 |
| HLGNN2 | 3.677815 | 5.218623 | 5.095339 | 0.005374 |
MR
| Mesh | bca | bco | sbm | IoT | |
|---|---|---|---|---|---|
| TMF | 0.473089 | 0.000184 | 0.360850 | 0.002605 | 0.314543 |
| LIST | 0.467354 | 0.282907 | 0.493202 | 0.435350 | 0.496118 |
| E-LSTM-D | 0.724432 | 0.000001 | 0.165788 | 0.008948 | 0.053604 |
| D2V | 0.772770 | 0.954572 | 0.988328 | 0.008948 | 0.201824 |
| DDNE | 0.756981 | 0.672164 | 0.462276 | 0.008948 | 0.077780 |
| STGSN | 0.779972 | 0.009600 | 0.005972 | 0.008948 | 0.216008 |
| GCN-GAN | 0.034709 | 0.001088 | 0.003656 | 0.008948 | 0.019418 |
| random | 0.93545 | 0.981085 | 0.980060 | 0.005255 | 0.965358 |
| HLGNN2 | 0.039072 | 0.035885 | 0.039809 | 0.005255 |