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Referring Expression Grounding on RefCOCO (val)

90.5Accuracy @ IoU=0.5Visual Para-Thinker++ (3B)
85.19686.57387.9589.327Jun 8, 2026

Evaluation results

MethodLinks
Visual Para-Thinker++ (3B)Backbone=Qwen2.5-VL-3B2026.0690.5
Visual Para-Thinker (3B)Backbone=Qwen2.5-VL-3B2026.0688.1
SequentialBackbone=Qwen2.5-VL-3B2026.0685.7
Qwen2.5-VL-3BBackbone=Qwen2.5-VL-3B2026.0685.4