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Referring Video Object Segmentation and Point-to-Mask Tracking on MeViS-U

37.1F-ScoreLLaVA-OV-2-8B
3.71612.38321.0529.717May 25, 2026

Evaluation results

MethodLinks
LLaVA-OV-2-8BParameter count=8B, Conversion=point-to-mask via SAM 22026.0537.131.745.7
Qwen3-VL-8BParameter count=8B2026.0529.934.528.4
Keye-VL-1.52026.0510.115.87.2
LLaVA-OV-1.52026.057.396.1
InternVL3.5-8BParameter count=8B2026.057.26.67.5
PLM-8BParameter count=8B2026.05534.47.6