Unverified50% confidenceBenchmarkExact time
On the second electricity dataset (utility-level electricity demand, with temperature covariates), the largest Timestral has an error of about 125.1 without covariates and about 59.8 with covariates, a larger improvement than other models, but its runtime of about 87 seconds is the longest.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
11/2/2026
First Seen
Valid until: 11/16/2026
Sources
Related Entities
Related Claims
UnverifiedOn the first electricity dataset (single transformer load, forecasting 168 hours), the largest Timestral achieves an MAE of about 3.192, better than Chronos 2's 3.299, but its runtime of about 17.5 seconds is the slowest.78% similarUnverifiedThe disadvantage of the leap smear technique is that the time on different servers at the same moment may differ by up to about 1 second.68% similar
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