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Dataset Β· Hugging Face

augmentedcognitionlab/MotionBlind

MotionBlind A contrastive benchmark for physical-motion perception in Video-LLMs. πŸ“„ Paper: MotionBlind: Probing the Illusion of Motion Understanding in Video-LLMs A Video-LLM can watch two clips of the same person in the same room and name every object in both, yet fail to tell you which one moves faster, which way a hand travels, or how far a box slides. MotionBlind is a contrastive, minimal-pairs benchmark built to expose exactly that gap: pairs of near-identical clips that… See the full description on the dataset page: https://huggingface.co/datasets/augmentedcognitionlab/MotionBlind.

Author / organizationaugmentedcognitionlab
License (as declared)cc-by-4.0
Downloads426 (as reported by Hugging Face)
Likes4
Created26 August 2026
Last updated at source18 September 2026
videovideo-llmmotion-understandingphysical-reasoningcontrastiveminimal-pairsbenchmark
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