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Sentiment Polarity Simulation on 1,000 Controversial Topics (unseen)
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0.782
Consistency Correlation (ρ)
PRISM
-0.00944
0.19603
0.4015
0.60697
Dec 22, 2025
Consistency Correlation (ρ)
MAE (Polarity Error)
P-Value
Updated 5mo ago
Evaluation Results
Method
Method
Links
Consistency Correlation (ρ)
MAE (Polarity Error)
P-Value
PRISM
Backbone=Qwen3-8B-VL,...
2025.12
0.782
-
-
BFPM
Nature=Big Five Person...
2025.12
0.613
-
0.05
HRA
Nature=Homogeneous Rat...
2025.12
0.154
-
0.12
RBM
Nature=Random Behavior...
2025.12
0.021
-
0.85
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