Spatio-temporal Imputation on Trentino CALL-IN
0.1493MAEU-STS-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMSetting=Zero-shot2026.05 | 0.1493 | 0.4771 | |
| ConvLSTMSetting=Zero-shot2026.05 | 0.2536 | 0.7413 | |
| STGCNSetting=Zero-shot2026.05 | 0.3617 | 0.7698 | |
| DLinearSetting=Zero-shot2026.05 | 0.3812 | 0.8647 | |
| SAITSSetting=Zero-shot2026.05 | 0.4128 | 0.9811 | |
| BRITSSetting=Zero-shot2026.05 | 0.4242 | 0.9969 | |
| LSTMSetting=Zero-shot2026.05 | 0.586 | 1.2164 | |
| ST-LLM+Setting=Zero-shot2026.05 | 0.5896 | 0.8807 | |
| GPT4STSetting=Zero-shot2026.05 | 0.7156 | 1.6664 | |
| GCNGPTSetting=Zero-shot2026.05 | 0.7791 | 1.4338 | |
| GATGPTSetting=Zero-shot2026.05 | 1.0395 | 2.0047 | |
| TimesnetSetting=Zero-shot2026.05 | 1.0622 | 1.8318 | |
| ST-LLMSetting=Zero-shot2026.05 | 1.44 | 2.6332 |