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Materials Discovery on Materials Discovery Benchmark High-k Dielectrics
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19.96
Hit Rate
LLEMA
-0.1328
5.0836
10.3
15.5164
Oct 26, 2025
Hit Rate
Stability
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit Rate
Stability
LLEMA
LLM Backbone=GPT-4o-mini
2025.10
19.96
12.68
LLEMA
LLM Backbone=Mistral-S...
2025.10
7.53
3.62
LLMatDesign
2025.10
1.35
0.32
CDVAE
2025.10
0.82
0
DiffCSP
2025.10
0.75
0
MatterGen
2025.10
0.64
0
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