Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Image-Text-to-CAD Assembly Generation on ASSEMBENCH
Loading...
84.17
Success Rate (SR)
AssemCAD
28.6964
43.0982
57.5
71.9018
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=Image and Text
2026.07
84.17
82.5
3.48
4.77
GPT-5.5
Input Mode=Image and Text
2026.07
79.17
64.17
3.17
5.2
GLM-5.2
Input Mode=Image and Text
2026.07
76.67
40.83
2.65
4.11
Claude Opus 4.8
Input Mode=Image and Text
2026.07
65.83
0
2.92
4.74
Gemini 3.5 Flash
Input Mode=Image and Text
2026.07
30.83
0
3.21
5.41
Feedback
Search any
task
Search any
task