ResearchBenchmarksScientific Reasoning (Physics, Chemistry, Biology) on MMK-12Scientific Reasoning (Physics, Chemistry, Biology) on MMK-12Follow61.9Physics AccuracySTRIDE44.7449.19553.6558.105Jun 14, 2026Evaluation resultsMethodMethodLinksPhysics AccuracyChemistry AccuracyBiology AccuracySTRIDEBase model=Qwen2.5-VL-7BBase model=Qwen2.5-VL-7B2026.0661.971.572.3SRPOBase model=Qwen2.5-VL-7BBase model=Qwen2.5-VL-7B2026.0660.670.469.5MM-EurekaBase model=Qwen2.5-VL-7BBase model=Qwen2.5-VL-7B2026.0656.265.265.2BaseBase model=Qwen2.5-VL-7BBase model=Qwen2.5-VL-7B2026.0645.456.454