QoS Prediction (Throughput) on WS-DREAM Density=2.5% (test)
16.621MAEQoSDiff
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QoSDiffDensity=2.5%2025.12 | 16.621 | 55.588 | |
| QoSDiff2025.12 | 16.621 | 55.588 | |
| QoSGNNDensity=2.5%2025.12 | 18.823 | 59.303 | |
| QoSGNN2025.12 | 18.823 | 59.303 | |
| GraphMFDensity=2.5%2025.12 | 19.514 | 59.849 | |
| GraphMF2025.12 | 19.514 | 59.849 | |
| RIGCNDensity=2.5%2025.12 | 21.854 | 72.79 | |
| RIGCN2025.12 | 21.854 | 72.79 | |
| PMPDensity=2.5%2025.12 | 23.884 | 81.198 | |
| PMP2025.12 | 23.884 | 81.198 | |
| PMFDensity=2.5%2025.12 | 24.287 | 72.125 | |
| PMF2025.12 | 24.287 | 72.125 | |
| NFMFDensity=2.5%2025.12 | 25.878 | 67.975 | |
| NFMF2025.12 | 25.878 | 67.975 | |
| CSMFDensity=2.5%2025.12 | 26.157 | 72.285 | |
| CSMF2025.12 | 26.157 | 72.285 | |
| NCRLDensity=2.5%2025.12 | 28.418 | 80.555 | |
| NCRL2025.12 | 28.418 | 80.555 | |
| BiasMFDensity=2.5%2025.12 | 28.618 | 69.494 | |
| BiasMF2025.12 | 28.618 | 69.494 | |
| UIPCCDensity=2.5%2025.12 | 31.26 | 67.397 | |
| UIPCC2025.12 | 31.26 | 67.397 | |
| UPCCDensity=2.5%2025.12 | 31.759 | 67.816 | |
| UPCC2025.12 | 31.759 | 67.816 | |
| IPCCDensity=2.5%2025.12 | 31.781 | 73.172 | |
| IPCC2025.12 | 31.781 | 73.172 |