SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning

Benchmark Model Rank Results
visual-question-answering-vqa-on-hr-bench-4kSenseNova-MARS-32B–Overall: 90.2
visual-question-answering-vqa-on-hr-bench-4kSenseNova-MARS-8B–Overall: 83.1
visual-question-answering-vqa-on-hr-bench-8kSenseNova-MARS-32B–Overall: 86.6
visual-question-answering-vqa-on-hr-bench-8kSenseNova-MARS-8B–Overall: 78.4