From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration

Experiments Ablation Study Ablation study on data rebalancing combinations. Ablation study on data synthesis methods. Visualization Qualitative comparison between LLaVA 1.5 and LLaVA 1.5 w/ ADR Comparison between the original instruction-tuning (IT) data and our synthesized IT data.