Arpita Nema

Nanyang Technological University

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Eval Frameworks & Benchmarks (1)Multimodal Models (1)

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Hanwei Zhu (1)Xi Zhang (1)Weisi Lin (1)

Papers (1)

Jul 1, 2026

1w ago

LongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models

LVLMs falter dramatically in video quality understanding as the duration and complexity of content increase, revealing critical gaps in their perceptual reasoning capabilities.

Arpita Nema, Hanwei Zhu, Xi Zhang +1

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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Arpita Nema

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)