State Forecasting on CAISO
0.2968MSEPowerPM
Evaluation Results
| Method | Links | |
|---|---|---|
| PowerPMPrediction Length=122024.08 | 0.2968 | |
| PowerPM freezePrediction Length=122024.08 | 0.3162 | |
| PatchTSTPrediction Length=122024.08 | 0.3167 | |
| UniTimePrediction Length=122024.08 | 0.3187 | |
| PowerPMPrediction Length=242024.08 | 0.3341 | |
| PowerPMPrediction Length=Avg.2024.08 | 0.3359 | |
| GPT4TSPrediction Length=122024.08 | 0.3519 | |
| COSTPrediction Length=122024.08 | 0.3565 | |
| TimesNetPrediction Length=122024.08 | 0.3604 | |
| TimeLLMPrediction Length=122024.08 | 0.362 | |
| PowerPM freezePrediction Length=Avg.2024.08 | 0.3624 | |
| PatchTSTPrediction Length=Avg.2024.08 | 0.3637 | |
| PatchTSTPrediction Length=242024.08 | 0.3647 | |
| TimeLLMPrediction Length=242024.08 | 0.3708 | |
| UniTimePrediction Length=Avg.2024.08 | 0.3721 | |
| PowerPM freezePrediction Length=242024.08 | 0.3742 | |
| UniTimePrediction Length=242024.08 | 0.3765 | |
| PowerPMPrediction Length=1682024.08 | 0.3767 | |
| TimeLLMPrediction Length=Avg.2024.08 | 0.3808 | |
| GPT4TSPrediction Length=Avg.2024.08 | 0.3838 | |
| GPT4TSPrediction Length=242024.08 | 0.3857 | |
| PowerPM freezePrediction Length=1682024.08 | 0.3967 | |
| COSTPrediction Length=Avg.2024.08 | 0.4082 | |
| TimeLLMPrediction Length=1682024.08 | 0.4097 | |
| PatchTSTPrediction Length=1682024.08 | 0.4099 | |
| GPT4TSPrediction Length=1682024.08 | 0.4138 | |
| TS2VecPrediction Length=122024.08 | 0.4143 | |
| COSTPrediction Length=242024.08 | 0.4151 | |
| DLinearPrediction Length=122024.08 | 0.4173 | |
| TimesNetPrediction Length=Avg.2024.08 | 0.4188 | |
| TimesNetPrediction Length=242024.08 | 0.4205 | |
| UniTimePrediction Length=1682024.08 | 0.4211 | |
| COSTPrediction Length=1682024.08 | 0.4531 | |
| TS2VecPrediction Length=242024.08 | 0.4531 | |
| TS2VecPrediction Length=Avg.2024.08 | 0.4597 | |
| TimesNetPrediction Length=1682024.08 | 0.4754 | |
| DLinearPrediction Length=Avg.2024.08 | 0.4884 | |
| DLinearPrediction Length=242024.08 | 0.4887 | |
| TS2VecPrediction Length=1682024.08 | 0.5117 | |
| DLinearPrediction Length=1682024.08 | 0.5591 |