SenseTime Open Sources SenseNova-MARS: Breaking Through the Ceiling of Multimodal Search Inference

SenseTime has released its open-source multimodal autonomous reasoning model, SenseNova-MARS (8B/32B versions). In core benchmark tests such as MMSearch and HR-MMSearch, the model achieved a comprehensive score of 69.74, surpassing Gemini-3-Pro (69.06) and GPT-5.2 (67.64). It has become the first open-source Agentic VLM that supports deep integration of dynamic visual reasoning and image/text search.