DAEP System Ranks First in NLPCC 2026 Video Grounding Evaluation

A single arXiv submission identifies Team BIGC as the top scorer among ten systems in a temporal answer grounding task, though the record does not link this research entity to the commerce platform sharing its name.

A system designated DAEP achieved the highest average score in the NLPCC 2026 Shared Task 1 Track 3 for Difficulty-Aware Temporal Answer Grounding in Video Corpus, according to an evaluation result published on August 10. The submission by Team BIGC ranked first among ten participating systems with an Average score of 0.2728 [1]. This finding currently rests on a single arXiv posting dated August 10, which serves as the sole source for both the ranking and the technical description of the system. No second publisher has carried the result, and the record provides no prior state-of-the-art baseline against which the 0.2728 figure can be weighed.

Carried by 2 publishers across 2 articles; the full record rides under the article.

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