Unified multimodal generation without task-specific heads is now competitive with specialists on depth estimation, segmentation, and camera pose simultaneously. The architecture story here matters more than the benchmark numbers. The question is whether the shared representation is genuinely transferable or just well-tuned to these particular evals.#MachineLearning #ComputerVision #MultimodalAI #Robotics
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