Deep Learning, Artificial Intelligence, Vlm, Visual Language, Vision Language Model.
classes separately to test generalizability. Table 1(a): CoCoOp improves the accuracy in unseen classes from 63.22% to 71.69%, which largely reduces the gap with manual prompts. Comprehensive comparisons of CoCoOp and CoOp in the base-to-new generalization setting Figure 3(a): It is observed more