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20242026
most citedELSA: Evaluating Localization of Social Activities in Urban Streets using Open-Vocabulary Detection

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cs.CV2026

Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models

Weixing Wang, Liudvikas Zekas, Anton Hackl +5

Unified Multimodal Models (uMMs) aim to support both visual understanding and visual generation within a shared representation. However, existing evaluation protocols assess these…