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ResearchFormerly WizWand

Preference Alignment on AlignX (Arbitrary)

74.6AccuracyRaw-Aligned
49.01655.65862.368.942Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Raw-AlignedUser Signal Type=Original Heterogeneous User signals2025.1074.61,402.86
Raw-AlignedUser Signal Type=90-Dimensional Preference Directions2025.1074.41259.92
POPI-FullUser Signal Type=Original Heterogeneous User signals2025.1071.12151.65
Summary-AlignedUser Signal Type=90-Dimensional Preference Directions2025.1070.56257.52
Summary-AlignedUser Signal Type=Original Heterogeneous User signals2025.1069.56288.75
POPI-FullUser Signal Type=90-Dimensional Preference Directions2025.1069.4591.47
POPI-Inference-OnlyUser Signal Type=90-Dimensional Preference Directions2025.1056.5591.47
POPI-Inference-OnlyUser Signal Type=Original Heterogeneous User signals2025.1054.63151.65
Summary-PromptingUser Signal Type=90-Dimensional Preference Directions2025.1052.69257.52
Summary-PromptingUser Signal Type=Original Heterogeneous User signals2025.1052.1288.75
Raw-PromptingUser Signal Type=90-Dimensional Preference Directions2025.1051.97259.92
Raw-PromptingUser Signal Type=Original Heterogeneous User signals2025.1051.891,402.86
Base-ModelUser Signal Type=Original Heterogeneous User signals2025.1050—
Base-ModelUser Signal Type=90-Dimensional Preference Directions2025.1050—