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timeblindness/spooky-bench

SpookyBench: A Benchmark for Purely Temporal Video Understanding SpookyBench is a novel benchmark dataset designed to evaluate the ability of video-language models (VLMs) to understand purely temporal patterns, independent of spatial cues. The dataset consists of 451 videos across four categories: Text, Object Images, Dynamic Scenes, and Shapes. Each video appears as random noise in individual frames, but reveals meaningful content (words, objects, etc.) when viewed as a temporal… See the full description on the dataset page: https://huggingface.co/datasets/timeblindness/spooky-bench.

Author / organizationtimeblindness
License (as declared)mit
Downloads152 (as reported by Hugging Face)
Likes4
Created6 March 2025
Last updated at source3 June 2025
temporal-reasoningvideo-understandingbenchmarkvision-language
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