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Materials Discovery on Materials Discovery Benchmark Transparent Conductors
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43.87
Hit Rate (HR)
LLEMA
-1.7444
10.0978
21.94
33.7822
Oct 26, 2025
Hit Rate (HR)
Stability (Stab.)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit Rate (HR)
Stability (Stab.)
LLEMA
LLM Backbone=Mistral-S...
2025.10
43.87
18.48
LLEMA
LLM Backbone=GPT-4o-mini
2025.10
39.11
14.85
MatterGen
2025.10
9.38
0
G-SchNet
2025.10
2.49
0
LLMatDesign
2025.10
0.04
0.04
DiffCSP
2025.10
0.01
0
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