Spatio-temporal Imputation on Trentino INTERNET
0.1647MAEU-STS-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMSetting=Zero-shot2026.05 | 0.1647 | 0.4657 | |
| ConvLSTMSetting=Zero-shot2026.05 | 0.3142 | 0.7657 | |
| STGCNSetting=Zero-shot2026.05 | 0.4263 | 0.7793 | |
| DLinearSetting=Zero-shot2026.05 | 0.449 | 0.8755 | |
| ST-LLMSetting=Zero-shot2026.05 | 0.5071 | 0.8993 | |
| BRITSSetting=Zero-shot2026.05 | 0.5206 | 1.0305 | |
| SAITSSetting=Zero-shot2026.05 | 0.5638 | 1.1042 | |
| GATGPTSetting=Zero-shot2026.05 | 0.8166 | 1.4729 | |
| GCNGPTSetting=Zero-shot2026.05 | 0.9035 | 1.4113 | |
| ST-LLM+Setting=Zero-shot2026.05 | 1.0959 | 2.0071 | |
| GPT4STSetting=Zero-shot2026.05 | 1.2941 | 2.4562 | |
| LSTMSetting=Zero-shot2026.05 | 1.3083 | 2.5986 | |
| TimesnetSetting=Zero-shot2026.05 | 2.6376 | 5.5113 |