Cross-domain Traffic Prediction on Milan-Internet
47.1007MAEST-Vision-LLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ST-Vision-LLMInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 47.1007 | 66.9314 | 21.26 | |
| MCSTGCNInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 72.8613 | 115.3424 | 36.64 | |
| STNInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 83.71 | 145.72 | 46.29 | |
| GCNGPTInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 83.8998 | 146.0534 | 46.39 | |
| ST-LLMInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 91.0541 | 154.3968 | 49.04 | |
| Time-LLMInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 93.3401 | 175.6411 | 55.79 | |
| GATGPTInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 103.7383 | 167.078 | 53.07 | |
| ACFMInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 113.4153 | 184.9829 | 58.76 | |
| ARIMAInput sequence length (S)=12, Prediction horizon (K)=362025.10 | 125.4663 | 228.6892 | 72.64 |