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Text-to-image preference evaluation on MM-RewardBench T2I 2

78.9AccuracyGemini 3.1 Pro
53.00459.72766.4573.173May 8, 2026

Evaluation results

MethodLinks
Gemini 3.1 ProARR=true2026.0578.9
Gemini 3.1 ProARR=false2026.0575.1
GPT-5ARR=true2026.0574.7
GPT-5ARR=false2026.0570.5
UnifiedReward-Thinking2026.0566
Qwen3-VL-8BARR=true2026.0562.7
HPSv32026.0560.2
UnifiedReward2026.0559.8
PickScore2026.0558.6
Qwen3-VL-8BARR=false2026.0557.6
ImageReward2026.0554