FireWorldBench: Benchmarking Complex Physical World Intelligence through Coupled-Field Fire Dynamics
FireWorldBench evaluates whether models can infer latent physical states, explain underlying mechanisms, forecast coupled-field evolution, and assess intervention consequences from multimodal partial observations, providing a challenging testbed for complex physical world intelligence.