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cs.CL 1

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2026 1

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UNVERDICTED 1

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SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory

cs.CL · 2026-05-15 · unverdicted · novelty 7.0

SMMBench is a benchmark evaluating multimodal agents on cross-source reasoning, conflict resolution, preference reasoning, and action prediction, showing current systems struggle with evidence distributed across heterogeneous sources.

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  • SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory cs.CL · 2026-05-15 · unverdicted · none · ref 73

    SMMBench is a benchmark evaluating multimodal agents on cross-source reasoning, conflict resolution, preference reasoning, and action prediction, showing current systems struggle with evidence distributed across heterogeneous sources.