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Benchmarks
Text-to-CAD Assembly Generation on ASSEMBENCH
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89.17
Success Rate (SR)
AssemCAD
64.0332
70.5591
77.085
83.6109
Jul 6, 2026
Success Rate (SR)
Assembly Precision Rate (APR)
Assembly Score (VLM Judge)
Overall Score (VLM Judge)
Updated 19d ago
Evaluation Results
Method
Method
Links
Success Rate (SR)
Assembly Precision Rate (APR)
Assembly Score (VLM Judge)
Overall Score (VLM Judge)
AssemCAD
Input Mode=Text-only
2026.07
89.17
87.5
3.38
4.53
Claude-4.8
Input Mode=Text-only
2026.07
85
0.83
2.7
4.37
GPT-5.5
Input Mode=Text-only
2026.07
79.17
66.67
2.96
4.73
Qwen3.7-Max
Input Mode=Text-only
2026.07
78.33
39.17
2.88
4.53
Cadrille
Input Mode=Text-only
2026.07
65
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