DART: dynamic adapter refinement at test-time for multimodal document retrieval
Empirical evaluations across a diverse suite of multimodal document retrieval benchmarks reveal that DART achieves consistent and significant gains in ranking precision, and this dynamic refinement process introduces minimal computational latency, offering a highly efficient, plug-and-play solution for adaptive document retrieval.