Spatio-temporal Imputation on Trentino SMS-OUT
0.1487MAEU-STS-LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMSetting=Zero-shot2026.05 | 0.1487 | 0.4718 | |
| ConvLSTMSetting=Zero-shot2026.05 | 0.2577 | 0.7553 | |
| STGCNSetting=Zero-shot2026.05 | 0.368 | 0.7051 | |
| ST-LLMSetting=Zero-shot2026.05 | 0.3866 | 0.7678 | |
| DLinearSetting=Zero-shot2026.05 | 0.4015 | 0.8674 | |
| GPT4STSetting=Zero-shot2026.05 | 0.4745 | 0.7271 | |
| SAITSSetting=Zero-shot2026.05 | 0.4786 | 1.0204 | |
| BRITSSetting=Zero-shot2026.05 | 0.4821 | 1.0222 | |
| GATGPTSetting=Zero-shot2026.05 | 0.6243 | 1.1155 | |
| LSTMSetting=Zero-shot2026.05 | 0.7849 | 1.3817 | |
| ST-LLM+Setting=Zero-shot2026.05 | 0.9708 | 1.4084 | |
| GCNGPTSetting=Zero-shot2026.05 | 1.0781 | 1.8292 | |
| TimesnetSetting=Zero-shot2026.05 | 1.6523 | 3.007 |