Time Series Forecasting on Traffic (RMSE)
0.0214RMSEOpus
Evaluation Results
| Method | Links | |
|---|---|---|
| Opusvs. baseline=−25%, Cost=$2002026.03 | 0.0214 | |
| GPT-5.2vs. baseline=−23%, Cost=$1802026.03 | 0.022 | |
| DataShapleyBackbone=PatchTST, Forecast Horizon=192, Prediction Length=962025.06 | 0.337 | |
| TSRatingBackbone=PatchTST, Forecast Horizon=192, Prediction Length=962025.06 | 0.339 | |
| KNNShapleyBackbone=PatchTST, Forecast Horizon=192, Prediction Length=962025.06 | 0.341 | |
| DataOobBackbone=PatchTST, Forecast Horizon=192, Prediction Length=962025.06 | 0.342 | |
| TSRatingBackbone=PatchTST, Forecast Horizon=336, Prediction Length=962025.06 | 0.342 | |
| TimeInfBackbone=PatchTST, Forecast Horizon=192, Prediction Length=962025.06 | 0.344 | |
| TimeInfBackbone=PatchTST, Forecast Horizon=336, Prediction Length=962025.06 | 0.345 | |
| DataShapleyBackbone=PatchTST, Forecast Horizon=336, Prediction Length=962025.06 | 0.346 | |
| TSRatingBackbone=PatchTST, Forecast Horizon=720, Prediction Length=962025.06 | 0.346 | |
| RandomBackbone=PatchTST, Forecast Horizon=192, Prediction Length=962025.06 | 0.347 | |
| TimeInfBackbone=PatchTST, Forecast Horizon=720, Prediction Length=962025.06 | 0.347 | |
| DataOobBackbone=PatchTST, Forecast Horizon=336, Prediction Length=962025.06 | 0.348 | |
| KNNShapleyBackbone=PatchTST, Forecast Horizon=336, Prediction Length=962025.06 | 0.348 | |
| RandomBackbone=PatchTST, Forecast Horizon=336, Prediction Length=962025.06 | 0.352 | |
| RandomBackbone=PatchTST, Forecast Horizon=720, Prediction Length=962025.06 | 0.355 | |
| DataOobBackbone=PatchTST, Forecast Horizon=720, Prediction Length=962025.06 | 0.355 | |
| DataShapleyBackbone=PatchTST, Forecast Horizon=720, Prediction Length=962025.06 | 0.357 | |
| KNNShapleyBackbone=PatchTST, Forecast Horizon=720, Prediction Length=962025.06 | 0.358 |