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Published at December 6Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
cs.AI
cs.CE
cs.CV
cs.HC
Released Date: December 6, 2024
Authors: Rui Zhou1, Yanxia Zhang2, Chenyang Yuan2, Frank Permenter2, Nikos Arechiga2, Matt Klenk2, Faez Ahmed1
Aff.: 1Massachusetts Institute of Technology; 2Toyota Research Institute

| Feature | Water Bottle = 2 | Seat Tube Length = 678mm | Rack = 1 | Front Render Angle = 60 |
|---|---|---|---|---|
| Median | 2.0 | 675.0 | 1.0 | 62.0 |
| Average | 1.95 | 673.56 | 0.98 | 62.34 |
| Standard Deviation (SD) | 0.1 | 15.7 | 0.01 | 2.67 |
| % Error | N/A | 0.18% | N/A | 0.07% |
| Accuracy | 0.85 | N/A | 0.98 | N/A |