Benchmark RadarOmniGameArena
OmniGameArena evaluates VLM game agents across twelve Unreal Engine 5 games spanning Solo, PvP, and Coop play. It provides unified action interfaces and two evaluation clocks (PDQ for decision quality, LCRT for real-time latency). The Improvement Dynamics Curve (IDC) measures agent improvement through reflection rounds.
- Released
- 2026-06-08
- Readiness
- Runnable
- Primary field
- General AI
Why it matters
Existing game benchmarks report single scores and lack unified protocols for heterogeneous agents. OmniGameArena offers a real-time benchmark with multiple observables, including improvement dynamics, facilitating comparative evaluation of different agent classes.
Motivation
Vision-language model (VLM) agents are increasingly deployed in interactive game environments.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.