Temporal QoS Estimation on WS-DREAM Throughput (D24)
4,537RMSEMGDN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MGDN2026.06 | 4,537 | 4,078 | |
| CGTF2026.06 | 7,076 | 9,473 | |
| SGL-ED2026.06 | 8,702 | 16,725 | |
| EKL2026.06 | 11,343 | 11,505 | |
| WD-GCN2026.06 | 12,154 | 13,520 | |
| GTN2026.06 | 14,973 | 14,657 | |
| hetGNN-LSTM2026.06 | 15,248 | 17,487 | |
| TeDCaN2026.06 | 16,219 | 16,219 | |
| SGP2026.06 | 18,448 | 16,421 | |
| HMLET2026.06 | 25,891 | 30,163 | |
| SDNMF2026.06 | 28,386 | 29,340 | |
| TM-GCN2026.06 | 37,149 | 37,487 | |
| HRST-LR2026.06 | 67,217 | 60,495 | |
| PGCN2026.06 | 750,754 | 408,696 |