POPE

Large-scale Multi-modality Models Evaluation Suite Accelerating the development of large-scale multi-modality models (LMMs) with lmms-eval 🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets This Dataset This is a formatted version of POPE. It is used in our lmms-eval pipeline to allow for one-click evaluations of

Papers using POPE (3)

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models2026Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning2026ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models2025