AnchorScore: A CLIP-Based Diagnostic of MLLM Annotation Difficulty

Yan Ma, Lizhuo Zhang

Multimodal large language models (MLLMs) are widely used for automated annotation, yet their per-class accuracy varies widely (e.g., 12%-98% across the 13 classes of three classroo…