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Text-to-structure generation on Geometries 2000
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96.1
R2-square (Young's modulus)
PropDiff-TMG
-2.6168
23.0116
48.64
74.2684
Jun 6, 2026
R2-square (Young's modulus)
Accuracy
FID
CLIP Score
CD
R2-square (Anisotropy)
R2-square (Volume fraction)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2-square (Young's modulus)
Accuracy
FID
CLIP Score
CD
R2-square (Anisotropy)
R2-square (Volume fraction)
PropDiff-TMG
Input=Text, Method (Ar...
2026.06
96.1
91
70.81
69.36
3.95
92.8
95.6
Baseline
Input=Text, Method (Ar...
2026.06
84.9
89.59
186.54
58.56
6.94
77.2
88.6
Txt2Microstruct-Net
Input=Text, Method (Ar...
2026.06
77.3
86.95
72.08
55.99
9.32
79.5
77.1
PropDiff-TMG
Input=Text, Framework=...
2026.06
1.75
-
-
-
-
1.06
1.03
Txt2Microstruct-Net
Input=Text, Framework=VAE
2026.06
1.18
-
-
-
-
1.63
3.48
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