Unverified50% confidenceBenchmarkExact time

MACTS-EM achieves a 16–21% enhancement in resilience during regime shifts.

1

Sources

50%

Confidence

Long-term

Relevance

10/5/2026

First Seen

Sources

MACTS-EM: A Deep Dive into the Multi-Agent Collaborative Time Series Forecasting Framework

Related Entities

MACTS-EMconcept

Related Claims

UnverifiedThe larger the batch size, the higher the per-token amortized compute efficiency and the generally higher the TPS, but latency will also increase.53% similar

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