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Benchmarks
Text-to-CAD generation on ABC dataset
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0.37
CLIP Score
Ground Truth
0.2348
0.2699
0.305
0.3401
Jun 3, 2026
CLIP Score
Chamfer Distance (CD)
Human Score
GPT Score
BRepCLIP Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLIP Score
Chamfer Distance (CD)
Human Score
GPT Score
BRepCLIP Score
Ground Truth
2026.06
0.37
-
9.7
9.8
0.61
Text2CQ
Variant=Q3B
2026.06
0.33
68.15
5
4.9
0.31
Text2CQ
Variant=GL
2026.06
0.32
71.27
4.6
4.5
0.25
Text2CQ
Variant=CG
2026.06
0.31
77.91
4.1
3.9
0.22
CADFusion
2026.06
0.29
56.36
5.5
5.8
0.35
Text2CAD
2026.06
0.26
86.54
3.6
3.5
0.16
CADRille
2026.06
0.26
155.8
3.5
3.7
0.16
DeepCAD
2026.06
0.24
86.54
2.2
2.4
0.15
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