China Visual AI Leader SenseTime Declares End of Stitch-Monster Era W…

SenseTime open-sources SenseNova-Vision, a unified vision model combining detection, segmentation, depth prediction and 3D reconstruction in a single architecture, now topping HuggingFace's Any-to-Any Leaderboard globally. The move signals a shift from task-specific specialist models to single-model platforms for industrial deployment. If you're building specialist vision models for detection, segmentation, or depth—you're now competing against a free, open-source unified model that does all three better. The leaderboard just told your customers one model can replace your stack.