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aimagelab/CounterVid

CounterVid CounterVid is the preference dataset introduced in CounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models (EMNLP 2026). It contains short synthetic videos with controlled action variations and two complementary supervision signals: visual preferences (input_swap): a fixed prompt and answer paired with preferred and rejected videos; textual preferences (output_swap): a fixed video and prompt paired with… See the full description on the dataset page: https://huggingface.co/datasets/aimagelab/CounterVid.

Author / organizationaimagelab
License (as declared)other
Downloads187 (as reported by Hugging Face)
Likes0
Created26 August 2026
Last updated at source26 August 2026
videomultimodalpreference-datacounterfactual-videoaction-recognitiontemporal-reasoningdpo
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