🚀 We’ll be presenting PerceptionRubrics at tomorrow’s poster session!
🕓 Time: July 9, Thursday, 10:30 AM–12:15 PM KST
📍 Location: Hall A, #312
📖 Topics: MLLM Dense Perception, Human-aligned Evaluation, Rubrics
🔗 Paper: arxiv.org/abs/2606.28322
Come by and chat with us!
🚀 Is MLLM perception evaluation really saturated? Check out our ICML 2026 paper!
While scores are getting harder to distinguish, models still make unacceptable visual mistakes in real-world use. Even one critical visual mistake can make the whole response unreliable to humans.
