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Preference Prediction on HPSv3 (test)

74AccuracyHPSv3
59.85663.52867.270.872May 17, 2026

Evaluation results

MethodLinks
HPSv3Base Model=Qwen2.5-VL-7B, Category=Fine-Tuned2026.0574
AutoRubric-T2I (on PickScore)Base Model=Gemini-3-Flash, Judging Protocol=Pointwise2026.0566.8
AutoRubric-T2I (on HPSv3)Base Model=Qwen3-VL-8B, Judging Protocol=Pointwise2026.0563.9
AutoRubric-T2I (on PickScore)Base Model=Qwen3-VL-8B, Judging Protocol=Pointwise2026.0561.5
Qwen3-VL-8BJudging Protocol=Pairwise2026.0560.4