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Fine-grained Perception on MME-RealWorld Lite

51.49ScoreMIRROR(ours)
41.776444.298246.8249.3418Feb 21, 2026

Evaluation results

MethodLinks
MIRROR(ours)Param Size=7B2026.0251.49
InternVL3Param Size=8B2026.0248.83
MIRROR(w/o tool)Param Size=7B2026.0246.01
Qwen2.5-VL-7BParam Size=7B2026.0244.29
InternVL3Param Size=2B2026.0243.88
Qwen2.5-VL-3BParam Size=3B2026.0242.15