Traffic Prediction on Milan telecommunications INTERNET
0.1331MAEU-STS-LLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| U-STS-LLM2026.05 | 0.1331 | 0.2069 | — | |
| Timesnet2026.05 | 0.1669 | 0.2711 | — | |
| ConvLSTM2026.05 | 0.1831 | 0.3429 | — | |
| LSTM2026.05 | 0.2116 | 0.4047 | — | |
| STGCN2026.05 | 0.2464 | 0.471 | — | |
| ST-LLM+2026.05 | 0.2827 | 0.4573 | — | |
| ST-LLM2026.05 | 0.3041 | 0.4978 | — | |
| GPT4ST2026.05 | 0.3089 | 0.4999 | — | |
| GCNGPT2026.05 | 0.3491 | 0.5534 | — | |
| GATGPT2026.05 | 0.3524 | 0.5533 | — | |
| DLinear2026.05 | 0.5847 | 0.7017 | — | |
| HGCRNHyperparameters=default2026.06 | 30.28 | 75.2 | — | |
| PEHT2026.06 | 68.45 | 122.1 | 0.9685 | |
| ST2T2026.06 | 79.658 | 138.649 | 0.9562 | |
| MVSTGN2026.06 | 88.6983 | 165.0445 | 0.955 | |
| StTran2026.06 | 91.393 | 169.7015 | 0.9489 | |
| STCNet2026.06 | 93.8873 | 167.3321 | 0.95 | |
| ST-DenseNet2026.06 | 125.0611 | 196.3721 | 0.929 |