ResearchBenchmarksEmbodied Agent Task Completion on Minecraft Diamond GroupFollow66.1Success Rate (SR)GoG-2.64415.20333.0550.897May 24, 2025Evaluation ResultsMethodMethodLinksSuccess Rate (SR)Average Step (AS)GoGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0566.119,700GoGLLM=Gemma 3LLM=Gemma 32025.0531.727,900VanillaLLM=Gemma 3LLM=Gemma 32025.0511.534,600GraphRAGLLM=Gemma 3LLM=Gemma 32025.053.335,940VanillaLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.050—GraphRAGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.050—HKGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.050—HKGLLM=Gemma 3LLM=Gemma 32025.050—