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Benchmarks
Cultural Alignment on WVS 20-country grid (macro)
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51.3
MIS (WVS 20-country macro)
Temp. scaling
33.932
38.441
42.95
47.459
May 11, 2026
MIS (WVS 20-country macro)
Updated 21d ago
Evaluation Results
Method
Method
Links
MIS (WVS 20-country macro)
Temp. scaling
AMCE?=Yes, Backbone=Ph...
2026.05
51.3
Margin scaling
AMCE?=Yes, Backbone=Ph...
2026.05
50.6
Vanilla decoding
AMCE?=No, Backbone=Phi-4
2026.05
45.4
WVS Profile Prompt
AMCE?=No, Backbone=Phi-4
2026.05
45.3
Fixed logit offset
AMCE?=No, Backbone=Phi-4
2026.05
43.9
Activation steering
AMCE?=No, Backbone=Phi-4
2026.05
43
MC-Dropout
AMCE?=No, Backbone=Phi-4
2026.05
40.3
PRISM-Style Prompt
AMCE?=No, Backbone=Phi-4
2026.05
38.4
DISCA
AMCE?=No, Backbone=Phi-4
2026.05
34.6
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