ResearchBenchmarksMathematical Reasoning on Mathematics BenchmarksMathematical Reasoning on Mathematics BenchmarksFollow43.5Top-1 AccuracyMUPO25.8230.413539.59Apr 1, 2026Evaluation resultsMethodMethodLinksTop-1 AccuracyTop-4 AccuracyMUPOParams=3BParams=3B2026.0443.551.5LMM-R1Params=4BParams=4B2026.0441.545.5VLAAParams=3BParams=3B2026.0439.543.3VLM-R1Params=4BParams=4B2026.0437.842.3QwenVLParams=3BParams=3B2026.0433.447InternVLParams=2BParams=2B2026.0426.534.4