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Recommendation on Amazon Musical Instruments
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0.22
MAE
CrowdLLM
0.1776
0.4638
0.75
1.0362
Dec 2, 2025
MAE
RMSE
CS
WD
Updated 3mo ago
Evaluation Results
Method
Method
Links
MAE
RMSE
CS
WD
CrowdLLM
LLM backbone=Gemma 3-12B
2025.12
0.22
0.27
0.92
0.05
LLM
Prompting Strategy=SC,...
2025.12
0.46
0.57
0.29
0.16
LLM
Prompting Strategy=mul...
2025.12
0.47
0.58
0.37
0.14
VAE
2025.12
0.47
0.61
0.63
0.07
LLM
Prompting Strategy=zer...
2025.12
0.52
0.65
0.27
0.16
random
2025.12
1.28
1.39
0.58
0.15
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