ResearchBenchmarksMultimodal Understanding on MMVet (Gain Score)Follow5.97Gain ScoreRISE0.69722.06613.4354.8039May 20, 2026Evaluation ResultsMethodMethodLinksGain ScoreRISEBase Model=Qwen2.5-VL-...Base Model=Qwen2.5-VL-7B-Instruct2026.055.97VisPlayBase Model=Qwen2.5-VL-...Base Model=Qwen2.5-VL-7B-Instruct, reproduced=true2026.054.59RISEBase Model=Qwen3-VL-8B...Base Model=Qwen3-VL-8B-Instruct2026.052.29MM-ZeroBase Model=Qwen3-VL-8B...Base Model=Qwen3-VL-8B-Instruct2026.050.9