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Cheng-Feng Qiu

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#artificial intelligence Preprint Sep 2026

CapMap-MS-TTA: 3rd Place Solution for the MUMU Track of the 8th LSVOS Challenge at ECCV 2026

CapMap-MS-TTA is presented, a training-free submission built on Microsoft Florence-2-base, combining caption keyword mapping with multi-scale flip test-time augmentation, and ranks 3rd on the final MUMU leaderboard.

Cheng-Feng Qiu, Kai-Feng Wei · 0 citations