ResearchBenchmarksZero-shot Object Recognition on V3Det 13,204 categories (val)Follow10.1AP (Small)RAR7.0847.8678.659.433Mar 20, 2024Evaluation ResultsMethodMethodLinksAP (Small)AP (Medium)AP (Large)AP (Overall)RARMLLM=InternLM-XC2MLLM=InternLM-XC22024.0310.113.114.511.3RARMLLM=LLaVA1.5MLLM=LLaVA1.52024.039.913.213.911.1RARMLLM=Qwen-VLMLLM=Qwen-VL2024.039.612.713.710.8CLIPwith box=truewith box=true2024.037.212.912.89.8