Traffic Prediction on Trentino CALL-IN
0.2146MAEU-STS-LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMmode=zero-shot2026.05 | 0.2146 | 0.5799 | |
| ConvLSTMmode=zero-shot2026.05 | 0.4118 | 0.9853 | |
| STGCNmode=zero-shot2026.05 | 0.4928 | 0.8946 | |
| GPT4STmode=zero-shot2026.05 | 0.5014 | 1.1562 | |
| ST-LLM+mode=zero-shot2026.05 | 0.5463 | 0.935 | |
| DLinearmode=zero-shot2026.05 | 0.5639 | 1.0531 | |
| GATGPTmode=zero-shot2026.05 | 0.5737 | 1.0094 | |
| LSTMmode=zero-shot2026.05 | 0.6786 | 1.2373 | |
| ST-LLMmode=zero-shot2026.05 | 1.092 | 1.4687 | |
| GCNGPTmode=zero-shot2026.05 | 1.3786 | 2.1339 | |
| Timesnetmode=zero-shot2026.05 | 7.0102 | 13.1679 |