ENTITY
EC-Bench
EC-Bench
PulseAugur coverage of EC-Bench — every cluster mentioning EC-Bench across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New EC-Bench reveals multimodal LLMs struggle with long-video counting
A new benchmark called EC-Bench has been developed to evaluate the quantitative reasoning capabilities of multimodal large language models (MLLMs) on long videos. The benchmark includes over 1,600 queries across 152 vid…
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New benchmarks tackle 'Entity Identity Confusion' in LLM knowledge editing
Researchers have identified a new failure mode in multimodal knowledge editing called Entity Identity Confusion (EIC), where edited vision-language models incorrectly associate new entity information with original image…