QoS Prediction on WSDREAM Response Time 2T (test)
0.293MAESHARP-QoS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHARP-QoSTraining Density=20%2025.12 | 0.293 | 1.1516 | — | |
| SHARP-QoSQoS Para.=RT, Density=202025.12 | 0.293 | 1.1516 | — | |
| SHARP-QoSTraining Density=10%2025.12 | 0.3243 | 1.245 | — | |
| llmQoSTraining Density=20%2025.12 | 0.327 | 1.159 | — | |
| QoSGNNTraining Density=10%2025.12 | 0.345 | 1.276 | — | |
| llmQoSTraining Density=10%2025.12 | 0.36 | 1.224 | — | |
| SHARP-QoSQoS Para.=RT, Density=52025.12 | 0.3668 | 1.3116 | — | |
| CMFTraining Density=20%2025.12 | 0.3767 | 1.3633 | — | |
| JQSPQoS Para.=RT, Density=202025.12 | 0.4072 | 1.3181 | — | |
| MGENQoS Para.=RT, Density=52025.12 | 0.4115 | 1.3579 | — | |
| DNMQoS Para.=RT, Density=52025.12 | 0.4121 | 1.3866 | — | |
| DCALFTraining Density=20%2025.12 | 0.4246 | 1.1759 | — | |
| PMFTraining Density=20%2025.12 | 0.4492 | 1.1828 | — | |
| CMFTraining Density=10%2025.12 | 0.4511 | 1.5012 | — | |
| DCALFTraining Density=10%2025.12 | 0.4544 | 1.245 | — | |
| WAMTLQoS Para.=RT, Density=52025.12 | 0.4652 | 1.3607 | — | |
| PMFTraining Density=10%2025.12 | 0.4996 | 1.2866 | — | |
| JQSPQoS Para.=RT, Density=52025.12 | 0.5079 | 1.9491 | — | |
| SHARP-QoSQoS Para.=TP, Density=202025.12 | 10.4069 | 38.7746 | — | |
| SHARP-QoSQoS Para.=TP, Density=52025.12 | 13.2402 | 47.0426 | — | |
| JQSPQoS Para.=TP, Density=52025.12 | 21.9919 | 79.5323 | — |