Traffic Prediction on Trentino SMS-OUT
0.2403MAEU-STS-LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMmode=zero-shot2026.05 | 0.2403 | 0.578 | |
| ConvLSTMmode=zero-shot2026.05 | 0.3908 | 0.9541 | |
| LSTMmode=zero-shot2026.05 | 0.494 | 1.0242 | |
| STGCNmode=zero-shot2026.05 | 0.5496 | 0.9234 | |
| DLinearmode=zero-shot2026.05 | 0.5988 | 1.0645 | |
| ST-LLM+mode=zero-shot2026.05 | 0.8608 | 1.3629 | |
| ST-LLMmode=zero-shot2026.05 | 0.8937 | 1.3431 | |
| GCNGPTmode=zero-shot2026.05 | 1.5347 | 2.1419 | |
| GATGPTmode=zero-shot2026.05 | 1.8715 | 2.4559 | |
| GPT4STmode=zero-shot2026.05 | 2.9455 | 4.0507 | |
| Timesnetmode=zero-shot2026.05 | 10.4643 | 21.6871 |