ResearchBenchmarksEmbodied Agent Task Completion on Minecraft Redstone GroupFollow49.4Success Rate (SR)GoG-1.97611.36224.738.038May 24, 2025Evaluation ResultsMethodMethodLinksSuccess Rate (SR)Average Steps (AS)GoGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0549.422,300GoGLLM=Gemma 3LLM=Gemma 32025.0547.525,600HKGLLM=Gemma 3LLM=Gemma 32025.0512.732,700HKGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0511.732,700VanillaLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.050—GraphRAGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.050—VanillaLLM=Gemma 3LLM=Gemma 32025.050—GraphRAGLLM=Gemma 3LLM=Gemma 32025.050—