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ResearchFormerly WizWand

Forecasting on ETTh1 (MSE, MAE)

0.343MSERIDDE
0.316360.496180.6760.85582May 24, 2026May 25, 2026May 26, 2026May 28, 2026May 29, 2026May 30, 2026Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RIDDEZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.050.3430.358
Cross-RAGZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.050.3470.372
RAF-Chronos-boltZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.050.3660.371
TS-RAGZero-shot=true, Input length=512, Forecasting horizon=64, Backbone=Chronos-Bolt2026.050.3690.369
TimeBlocksEvaluation Protocol=Continual Forecasting, Coreset Strategy=StreamCore 5%, Calibration Steps=102026.060.393—
TimeBlocksEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.404—
SymTimeEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.414—
TimeBlocksEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.416—
TTMEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.428—
TTMEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.429—
TimesNetEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.457—
Lag-LlamaEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.459—
TimeMixerEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.461—
MomentEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.462—
PatchTSTEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.464—
MomentEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.512—
AutoformerEvaluation Protocol=Continual Forecasting, Coreset Strategy=Random 5%, Calibration Steps=102026.060.529—
PatchTSTEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.675—
TimeMixerEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.716—
Lag-LlamaEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.75—
TimesNetEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.060.792—
AutoformerEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.061.009—