Moodio：
让创意拥有记忆。 Moodio:
Where professional craft compounds.

让模型看懂任意视频里的运镜。已被 Google DeepMind、xAI、可灵等前沿视频实验室采用。Understanding camera motion in any video. Adopted by Google DeepMind, xAI, Kling, and frontier video labs.

人和 AI 协作标注视频。Moodio 的标注质量和检索精度就是从这套方法来的。Building precise video language with human-AI oversight. The framework behind Moodio's caption quality and retrieval precision.

文生图/视频的当前最强评估指标。Google DeepMind 把它列为 CLIPScore 最强替代方案。State-of-the-art metric for evaluating text-to-visual generation. Google DeepMind named it the strongest replacement for CLIPScore.

组合式文生图/视频评测基准。Google Imagen-4 官方技术报告独家引用。Benchmark for compositional text-to-visual generation. Uniquely adopted in the official Google Imagen-4 technical report.

第一次将视觉参考引入视频生成工作流。检索效果同时超过 Google Gemini Embedding 2 和阿里 Qwen-3-VL Embedding。The first to bring visual reference into the video generation workflow. Retrieval outperforms both Google Gemini Embedding 2 and Alibaba Qwen-3-VL Embedding.

第一个跑完整套视频制作流程的 Agent，从真实用户使用里学奖励。专业制作的数据飞轮。First end-to-end video production agent with reward learning from real user interactions. The data flywheel behind studio-grade workflow.