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Multi-task Control Performance and Consistency on DeepMind Control Suite Average

117.9Average AUCHaM-World
26.79650.44874.197.752May 7, 2026

Evaluation results

MethodLinks
HaM-WorldEnvironment steps=100k, Number of seeds=32026.05117.91.82
TD-MPC2Environment steps=100k, Number of seeds=32026.05107.74.02
SACEnvironment steps=100k, Number of seeds=32026.0570.9—
DreamerV3Environment steps=100k, Number of seeds=32026.0558.612.77
PPOEnvironment steps=100k, Number of seeds=32026.0530.3—