ResearchBenchmarksEmbodied Agent Task Completion on Minecraft Wood GroupFollow95.7Success Rate (SR)GoG79.37283.61187.8592.089May 24, 2025Evaluation ResultsMethodMethodLinksSuccess Rate (SR)Average Steps (AS)GoGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0595.71,030HKGLLM=Gemma 3LLM=Gemma 32025.0595.7990HKGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0593.71,000GoGLLM=Gemma 3LLM=Gemma 32025.0593.31,050GraphRAGLLM=Gemma 3LLM=Gemma 32025.05911,080VanillaLLM=Gemma 3LLM=Gemma 32025.0588.71,270VanillaLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.0583.71,290GraphRAGLLM=Llama 3.2 VisionLLM=Llama 3.2 Vision2025.05801,500