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Referring Video Object Segmentation and Point-to-Mask Tracking on REVOS Reasoning

27.4F-MeasureLLaVA-OV-2-8B
-0.9926.37913.7521.121May 25, 2026

Evaluation results

MethodLinks
LLaVA-OV-2-8BParameter count=8B, Conversion=point-to-mask via SAM 22026.0527.422.529.2
Qwen3-VL-8BParameter count=8B2026.0524.732.421.9
Keye-VL-1.52026.059.9129.6
InternVL3.5-8BParameter count=8B2026.057.97.29.2
LLaVA-OV-1.52026.056.217.89.7
PLM-8BParameter count=8B2026.050.10.110.2