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Papers Benchmarks Datasets Tasks

Zero-shot forecasting on multivariate time series research benchmarks · SOTA2 Research

Zero-shot forecasting on multivariate time series

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cross-Domain Short Forecast All

0.592MAE

10

May 18, 2026

Chaotic Long Forecast

0.61MAE

10

May 18, 2026

Chaotic Short Forecast

0.397MAE

10

May 18, 2026

Cross-Domain Generative Micro Avg.

0.638MAE

5

May 18, 2026

Cross-Domain Long Simulate All

0.738MAE

5

May 18, 2026

Cross-Domain Long Forecast All

0.72MAE

5

May 18, 2026

Battery Generative Avg.

0.627MAE

5

May 18, 2026

Civil Generative Avg.

0.525MAE

5

May 18, 2026

Wearable Generative Avg.

0.74MAE

5

May 18, 2026

Chaotic Generative Avg.

0.51MAE

5

May 18, 2026

Popular datasets

Cross-domain Chaotic Civil Wearable Battery

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