2021
DOI: 10.48550/arxiv.2109.01774
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What Matters for Ad-hoc Video Search? A Large-scale Evaluation on TRECVID

Abstract: For quantifying progress in Ad-hoc Video Search (AVS), the annual TRECVID AVS task is an important international evaluation. Solutions submitted by the task participants vary in terms of their choices of cross-modal matching models, visual features and training data. As such, what one may conclude from the evaluation is at a high level that is insufficient to reveal the influence of the individual components. In order to bridge the gap between the current solution-level comparison and the desired componentwise… Show more

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