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Text-to-CAD research benchmarks · SOTA2 Research

Text-to-CAD

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Text2CAD-Bench L2 Pro v1

Claude-4.5-sonnet

55IR Score

8

Jun 30, 2026

Text2CAD-Bench L2 Geo v1

Claude-4.5-sonnet

41.3IR

8

Jun 30, 2026

Text2CAD-Bench L1 Pro v1

27.1IR Score

8

Jun 30, 2026

Text2CAD-Bench L1 Geo v1

15.8IR

8

Jun 30, 2026

CADBench (test)

62.9App. Score

7

Apr 14, 2026

OmniCAD-Plan+ (test)

90.97RMR@3

6

Jun 30, 2026

Text2CAD intermediate-prompt

ARTISANCAD w/o IR (expert)

100Success Rate

5

Jul 8, 2026

1K models (test)

27.69mIoU

4

May 14, 2026

Popular datasets

Text2CAD-Bench Text2CAD Models CADBench OmniCAD-Plan+

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