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Benchmarks
Materials Discovery on Materials Discovery Benchmark SAW/BAW Acoustic Substrates
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59.88
Hit Rate (H.R.)
LLEMA
-2.0936
13.9957
30.085
46.1743
Oct 26, 2025
Hit Rate (H.R.)
Stability
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit Rate (H.R.)
Stability
LLEMA
LLM Backbone=GPT-4o-mini
2025.10
59.88
10.74
LLMatDesign
2025.10
47.59
0.13
LLEMA
LLM Backbone=Mistral-S...
2025.10
31.58
6.8
MatterGen
2025.10
26.27
0
End2end
2025.10
10.32
0.65
G-SchNet
2025.10
0.42
0
DiffCSP
2025.10
0.36
0
CDVAE
2025.10
0.29
0
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