Traffic Prediction on Trentino CALL-OUT
0.2322MAEU-STS-LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMmode=zero-shot2026.05 | 0.2322 | 0.5803 | |
| ConvLSTMmode=zero-shot2026.05 | 0.4521 | 1.0437 | |
| STGCNmode=zero-shot2026.05 | 0.4961 | 0.8735 | |
| LSTMmode=zero-shot2026.05 | 0.519 | 1.0963 | |
| DLinearmode=zero-shot2026.05 | 0.5744 | 1.0531 | |
| GATGPTmode=zero-shot2026.05 | 0.5979 | 1.093 | |
| GPT4STmode=zero-shot2026.05 | 0.9292 | 1.4631 | |
| GCNGPTmode=zero-shot2026.05 | 1.4489 | 2.2392 | |
| ST-LLMmode=zero-shot2026.05 | 1.6524 | 3.0522 | |
| ST-LLM+mode=zero-shot2026.05 | 1.9627 | 3.6038 | |
| Timesnetmode=zero-shot2026.05 | 7.687 | 14.2317 |