MMVP

The 'MMVP' dataset/benchmark is used to evaluate visual perception tasks, specifically assessing models' abilities in areas such as spatial understanding and viewpoint recognition.

Papers using MMVP (4)

VisionFoundry: Teaching VLMs Visual Perception with Synthetic Images2026AMVICC: A Novel Benchmark for Cross-Modal Failure Mode Profiling for VLMs and IGMs2026VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction Editing Data and Long Captions2025Energy-Guided Decoding for Object Hallucination Mitigation2025