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Materials Property Prediction on GNoME
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1.22
Mean Absolute Error (MAE)
DeepSeek-V4-Pro
0.3924
5.9787
11.565
17.1513
Jul 8, 2026
Mean Absolute Error (MAE)
Formation Energy Error (eV/at)
Band Gap Error (eV)
Updated 16d ago
Evaluation Results
Method
Method
Links
Mean Absolute Error (MAE)
Formation Energy Error (eV/at)
Band Gap Error (eV)
DeepSeek-V4-Pro
2026.07
1.22
-
-
Kimi-K2.6
2026.07
1.56
-
-
Opus-4.7
2026.07
1.94
-
-
GPT-5.5
2026.07
5.39
-
-
LLM-Prop
2026.07
15.6
-
-
SciReasoner
2026.07
21.91
-
-
SciReasoner
2026.07
21.91
-
-
ALM Core
Configuration=canonica...
2026.06
-
0.034
0.051
CGCNN
Input Format=CIF
2026.06
-
0.014
0.045
MatBERT
Input Format=CIF
2026.06
-
0.02
0.042
LLM-Prop
Input Format=CIF
2026.06
-
0.017
0.098
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