ResearchBenchmarksGeneral Multimodal Reasoning on General BenchmarksGeneral Multimodal Reasoning on General BenchmarksFollow57.8Top-1 AccuracyMUPO51.0452.79554.5556.305Apr 1, 2026Evaluation resultsMethodMethodLinksTop-1 AccuracyTop-4 AccuracyMUPOParams=3BParams=3B2026.0457.865.2LMM-R1Params=4BParams=4B2026.0455.459.2VLAAParams=3BParams=3B2026.0455.159.3VLM-R1Params=4BParams=4B2026.0453.957.7InternVLParams=2BParams=2B2026.0453.158.9QwenVLParams=3BParams=3B2026.0451.362.3