ResearchBenchmarksMultimodal Reasoning on TextVQAMultimodal Reasoning on TextVQAFollow81.83AccuracyPAPOG81.538881.614481.6981.7656Jun 22, 2026Evaluation resultsMethodMethodLinksAccuracyPAPOGBackbone=Qwen2.5-VL-7BBackbone=Qwen2.5-VL-7B2026.0681.83CFPOGBackbone=Qwen2.5-VL-7B...Backbone=Qwen2.5-VL-7B, Hyperparameters=gamma=0.02 + No Ent2026.0681.55