Aug 14, 2026 · Artificial Intelligence

RoboColiseum Launches: Near‑90% Real‑World Alignment and 40+ Teams Competing in Embodied AI Arena

The RoboColiseum platform tackles the lack of reproducible embodied AI benchmarks by offering high‑fidelity simulation with 89.5% real‑world alignment, four‑dimensional evaluation across 78 tasks, rapid 30‑minute assessments, baseline model comparisons, and support for over 40 global research teams.

AI AgentRoboColiseumSim2Real

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RoboColiseum Launches: Near‑90% Real‑World Alignment and 40+ Teams Competing in Embodied AI Arena

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Jun 10, 2026 · Artificial Intelligence

How to Evaluate Time Series Forecasting Models: Baselines, MAPE & MSE

This lesson explains how to set baseline reference models, use MAPE and MSE as quantitative evaluation metrics, and demonstrates their application on quarterly EPS data and simulated random walks to reveal the limits of predictability in non‑stationary series.

MSEMaPEPython

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How to Evaluate Time Series Forecasting Models: Baselines, MAPE & MSE

baseline models

RoboColiseum Launches: Near‑90% Real‑World Alignment and 40+ Teams Competing in Embodied AI Arena

How to Evaluate Time Series Forecasting Models: Baselines, MAPE & MSE