ResearchBenchmarksEmbodied Agent Task Completion on Minecraft Gold GroupFollow72.3Success Rate (SR)GoG-2.89216.62936.1555.671May 24, 2025Evaluation ResultsMethodMethodLinksSuccess Rate (SR)Average Steps (AS)GoGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0572.315,200GoGLLM=Gemma 3LLM=Gemma 32025.0572.215,300VanillaLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.057.535,100HKGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.055.634,400HKGLLM=Gemma 3LLM=Gemma 32025.055.334,500GraphRAGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.050—VanillaLLM=Gemma 3LLM=Gemma 32025.050—GraphRAGLLM=Gemma 3LLM=Gemma 32025.050—