Video Segmentation Looked Solved Until MOSEv2 Cut SAM2’s Score in Half
Analysis by the aitrendblend editorial team. Twelve minute read. Source paper posted to arXiv, September 2025. Video Object Segmentation MOSEv2 SAM2 Complex Scenes Occlusion Benchmark Video Object Tracking Dataset Paper A tiny person crossing a packed square, a car ducking under an overpass, a shadow with no fixed shape. None of it looks like DAVIS. […]
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