An Evaluation of Hybrid Annotation Workflows on High-Ambiguity Spatiotemporal Video Footage

Juan Gutiérrez, Victor Gutiérrez, Ángel Mora +2

Manual annotation remains the gold standard for high-quality, dense temporal video datasets, yet it is inherently time-consuming. Vision-language models can aid human annotators an…