Tencent's Hunyuan team introduced ArtifactsBench, an automated evaluation pipeline for LLM-generated visual artifacts It assesses models on 1,825 diverse tasks with MLLM-as-Judge evaluating visual artifacts, achieving 94.4% ranking consistency with human experts

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