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Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation

arXiv — cs.CV•Wednesday, October 29, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
The introduction of Long-RVOS marks a significant advancement in the field of referring video object segmentation, which is crucial for improving how machines understand and interact with video content. Unlike previous datasets that focused on short clips, Long-RVOS provides a comprehensive benchmark for long-term scenarios, allowing for better tracking and segmentation of objects based on language descriptions. This development is important as it opens up new possibilities for applications in various industries, including surveillance, autonomous vehicles, and content creation.
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