AMBER: Multi-View Adaptive Budget Allocation for Listwise Vision-Language Reranking

Wenteng Chen, Jiachen Zhu, Rong Shan +10

Vision-language models (VLMs) are powerful listwise rerankers for multimodal retrieval, but high inference costs restrict them to evaluating small local candidate views. Existing m…