TimeScope: How Long Can Your Video Large Multimodal Model Go?

TimeScope is an open-source benchmark that tests long-video understanding by inserting short needle clips into base videos (1 min to 8 hours). It evaluates localized retrieval, information synthesis, and fine-grained temporal perception, revealing that many SOTA models struggle with true temporal comprehension.

Source

HuggingFace Blog

Ingested

JUL 23, 2025 · 19:10

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4.0 / 5