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arxiv: 2509.08490 · 2 revisions

A Structured Review of Underwater Object Detection Challenges and Solutions: From Traditional to Large Vision Language Models

1. 2026-08-15 CONDITIONAL MODERATE v1.4.0-alltime-deepseek-medium novelty 3.0
   81208 ms 34036 in 11786 out 2026-08-15T16:01:12.894000+00:00
2. 2026-08-04 CONDITIONAL MODERATE v1.3.0-alltime-deepseek novelty 4.0
   119150 ms 34024 in 12443 out 2026-08-04T20:33:41.209979+00:00