Forecasting on ETTh1 (MSE, MAE)
0.343MSERIDDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RIDDEZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.05 | 0.343 | 0.358 | |
| Cross-RAGZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.05 | 0.347 | 0.372 | |
| RAF-Chronos-boltZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.05 | 0.366 | 0.371 | |
| TS-RAGZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.05 | 0.369 | 0.369 | |
| TimeBlocksEvaluation Protocol=Continual Forecasting, Coreset Strategy=StreamCore 5%, Calibration Steps=102026.06 | 0.393 | — | |
| TimeBlocksEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.404 | — | |
| SymTimeEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.414 | — | |
| TimeBlocksEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.416 | — | |
| TTMEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.428 | — | |
| TTMEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.429 | — | |
| TimesNetEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.457 | — | |
| Lag-LlamaEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.459 | — | |
| TimeMixerEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.461 | — | |
| MomentEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.462 | — | |
| PatchTSTEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.464 | — | |
| MomentEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.512 | — | |
| AutoformerEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.06 | 0.529 | — | |
| PatchTSTEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.675 | — | |
| TimeMixerEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.716 | — | |
| Lag-LlamaEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.75 | — | |
| TimesNetEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.792 | — | |
| AutoformerEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 1.009 | — |