The authors separated retrieval quality from delivery quality on MemLens, a benchmark of questions about long multimodal conversations.
Preserving Retrieved Images Improves Long-Term Multimodal Agent Memory
DeliverMem retains original pixels, adds identifiable time-stamped records, and outperforms prior memory systems across two benchmarks.
Chinese Tech
Yuhang Jiang · Qingwei Liao · Kaize Yin · Xingling Liu · Luca Cuomo · Silvio Bacci
Huawei Technologies Ltd. · Huawei Pisa Research Center
Research Digest··2 min read
Jiang et al.
Why this paper
From Huawei Technologies Ltd. and Huawei Pisa Research Center
In one line
For multimodal memory agents, how retrieved evidence is presented (delivery) affects accuracy more than retrieval perfection.
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