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Persona Alignment on Philosophical Persona Evaluation Set

32.24Mean ScoreFew-Shot
17.066421.005724.94528.8843May 12, 2026

Evaluation results

MethodLinks
Few-ShotBase Model=Qwen-3-4B2026.0532.2431.81—
AlphaPOBase Model=Qwen-3-4B, Adaptation Examples=3002026.0530.9230.480.001
AlphaPOBase Model=Qwen-3-4B, Adaptation Examples=2002026.0529.328.880.001
ORPOBase Model=Qwen-3-4B, Adaptation Examples=3002026.0528.9828.470.001
AlphaPOBase Model=Qwen-3-4B, Adaptation Examples=1002026.0528.5428.10.001
ORPOBase Model=Qwen-3-4B, Adaptation Examples=1002026.0528.4628.070.001
ORPOBase Model=Qwen-3-4B, Adaptation Examples=2002026.0528.3727.910.001
Zero-ShotBase Model=Qwen-3-4B2026.0527.7927.250.001
Few-ShotBase Model=Llama-3.2-3B2026.0526.1125.410.001
ORPOBase Model=Llama-3.2-3B, Adaptation Examples=3002026.0525.1324.490.001
AlphaPOBase Model=Llama-3.2-3B, Adaptation Examples=3002026.0521.5620.680.001
ORPOBase Model=Llama-3.2-3B, Adaptation Examples=2002026.0521.4920.690.001
AlphaPOBase Model=Llama-3.2-3B, Adaptation Examples=2002026.0519.8218.970.001
ORPOBase Model=Llama-3.2-3B, Adaptation Examples=1002026.0518.6617.780.001
AlphaPOBase Model=Llama-3.2-3B, Adaptation Examples=1002026.0518.5517.760.001
Zero-ShotBase Model=Llama-3.2-3B2026.0517.6516.830.001