VisCAD: A Foundation Model Suite with Multimodal Industrial CAD Intelligence

arXiv:2609.03811 · cs.CV, cs.CL · Submitted 2026-09-03 · Read on arXiv

cs.CV, cs.CL

Submitted: 2026-09-03

Updated: 2026-09-04

Comments: Technical report

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 10× in this paper · explained in 2 episodes
• Foundation Model — 9× in this paper · explained in 3 episodes
• Test-time Scaling — 6× in this paper · explained in 2 episodes
• Alignment — 5× in this paper · explained in 1 episode
• Fidelity — 5× in this paper · explained in 2 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Abstraction — 3× in this paper · explained in 1 episode
• Core — 3× in this paper · explained in 2 episodes
• Verification — 3× in this paper · explained in 2 episodes
• Verifier — 3× in this paper · explained in 2 episodes
• Benchmarking — 2× in this paper · explained in 3 episodes
• Data Augmentation — 2× in this paper · explained in 7 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Generalization — 2× in this paper · explained in 13 episodes
• Grounding — 2× in this paper · explained in 3 episodes
• Point Clouds — 2× in this paper · explained in 2 episodes
• Reinforcement Learning — 2× in this paper · explained in 4 episodes
• Test-Time Scaling (TTS) — 2× in this paper · explained in 2 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Diffusion Model — 1× in this paper · explained in 8 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• Domain Specific Language — 1× in this paper
• Feed-forward framework — 1× in this paper · explained in 2 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Latent Space — 1× in this paper · explained in 7 episodes
• Structural Reasoning — 1× in this paper · explained in 2 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

Sources

• Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
• CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation
• Kimi K3: Open Frontier Intelligence
• OpenAI GPT-5 System Card
• Qwen3-VL Technical Report
• SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design
• P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning
• BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD

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