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ResearchFormerly WizWand

Preference Alignment on AlignX (DEMO)

92.51AccuracyRaw-Aligned
48.299659.777371.25582.7327Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Raw-AlignedUser Signal Type=Original Heterogeneous User signals2025.1092.51105.09
POPI-FullUser Signal Type=Original Heterogeneous User signals2025.1090.44188.25
Summary-AlignedUser Signal Type=Original Heterogeneous User signals2025.1089.79138.35
Raw-AlignedUser Signal Type=90-Dimensional Preference Directions2025.1087.88117.94
Summary-AlignedUser Signal Type=90-Dimensional Preference Directions2025.1084.24186.25
POPI-FullUser Signal Type=90-Dimensional Preference Directions2025.1084.1972.83
POPI-Inference-OnlyUser Signal Type=90-Dimensional Preference Directions2025.1062.7272.83
POPI-Inference-OnlyUser Signal Type=Original Heterogeneous User signals2025.1060.37188.25
Raw-PromptingUser Signal Type=Original Heterogeneous User signals2025.1058.27105.09
Summary-PromptingUser Signal Type=Original Heterogeneous User signals2025.1057.73138.35
Summary-PromptingUser Signal Type=90-Dimensional Preference Directions2025.1055.79186.25
Raw-PromptingUser Signal Type=90-Dimensional Preference Directions2025.1054.9117.94
Base-ModelUser Signal Type=Original Heterogeneous User signals2025.1050—
Base-ModelUser Signal Type=90-Dimensional Preference Directions2025.1050—