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Single-view CAD Reconstruction on UniCAD (test)

0.17Chamfer Distance (CD)UniCAD-MLLM
-2.327214.528931.38548.2411Jun 3, 2026

Evaluation results

MethodLinks
UniCAD-MLLMInput Modality=Single-view Image2026.060.1787.6
CadrilleInput Modality=Single-view Image2026.060.2181.7
CADCrafterInput Modality=Single-view Image2026.060.72—
DINOv2→DeepCADInput Modality=Single-view Image2026.061.26—
Img2CADInput Modality=Single-view Image2026.061.6—
DINOv2→HNC-CADInput Modality=Single-view Image2026.062.14—
CAD-GPTInput Modality=Single-view Image2026.069.77—
GPT-4oInput Modality=Single-view Image2026.0662.6—