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arxiv: 2607.06618 · 2 revisions

Overview of the NLPCC 2026 Shared Task 1: Difficulty-Aware Multilingual and Multimodal Medical Instructional Video Understanding Evaluation

1. 2026-08-02 CONDITIONAL MODERATE v1.3.0-alltime-deepseek novelty 4.0
   81475 ms 12016 in 9458 out 2026-08-02T08:18:17.659256+00:00
2. 2026-07-11 CONDITIONAL HIGH v1.1.0-grok45 novelty 4.0
   38371 ms 14841 in 3033 out 2026-07-11T01:30:53.506057+00:00