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Benchmarks
Text-to-CAD Generation on DeepCAD (test)
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84.72
Accuracy
CAD-Llama-INS
10.256
29.588
48.92
68.252
May 7, 2025
Accuracy
MCD
MMD
JSD
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
MCD
MMD
JSD
CAD-Llama-INS
type=LLM-based fine-tuned
2025.05
84.72
10.53
1.54
3.59
CAD-Translator
type=transformer-based
2025.05
70.36
21.29
2.94
10.92
Text2CAD
type=transformer-based
2025.05
69.91
20.64
3.02
9.98
GPT-3.5
2025.05
20.39
32.56
3.27
13.6
GPT-4
2025.05
20.03
25.62
3.33
18.09
LLaMA3
2025.05
17.26
17.33
4.1
12.36
Mistral
2025.05
13.12
32.79
4.71
18.42
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