Unified Dimensional Approach
A hybrid Vision Transformer model that handles 2D and 3D images with a shared backbone for dimensional consistency.
Unified Task Processing
Low-rank weight modifications enable efficient multi-task processing, maintaining accuracy and speed.
Unified Platform
A community-driven platform for sharing and updating CAD systems, fostering collaboration and efficiency.
Overall Architecture
Specific Experts
General Experts
ViT Base
Image classification
Llama-3.1
General-domain instruction following
ResNet50
Image classification
Experiment Results
Experiment Results Overview