Researchers have introduced two new datasets aimed at advancing AI-assisted Computer-Aided Design (CAD). CADBench offers a unified benchmark with 18,000 samples across six families, five input modalities, and six metrics to evaluate AI systems for CAD program generation. FllumaOne, a code-native dataset, provides 100,000 samples with executable Python programs and validated feature histories, supporting various CAD reconstruction tasks. Both datasets aim to standardize evaluation and drive progress in the field of editable 3D reconstruction. AI
IMPACT These datasets will enable more rigorous evaluation and development of AI models for 3D reconstruction and design.
RANK_REASON Two new research papers introducing datasets for AI-assisted CAD.
- Flluma
- FllumaOne
- Qwen2.5-Coder-1.5B
- AI-assisted CAD Program Generation
- Anna-Doris Capitelli
- arXiv
- CADBench
- DagsHub
- DeepCAD
- Fusion 360
- Hugging Face
- Objaverse
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