AINeutralarXiv – CS AI · 18h ago6/10
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OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics
Researchers introduce OmniGameArena, a comprehensive UE5-based benchmark for evaluating vision-language model agents across diverse game environments (solo, PvP, cooperative), along with the Improvement Dynamics Curve methodology that tracks agent performance evolution through iterative refinement rather than single snapshots.