Real-world Multimodal Understanding on MME-RealWorld Lite benchmark leaderboard · SOTA2 Research

Real-world Multimodal Understanding on MME-RealWorld Lite

54.9Lite ScoreZwZ-Qwen3-VL-4B + Q-Zoom

Evaluation Results

Method	Links
ZwZ-Qwen3-VL-4B + Q-Zoom2026.04		54.9
ZwZ-Qwen3-VL-4B2026.04		54.3
Qwen2.5-VL-7B + Thyme2026.04		53.7
Qwen3-VL-4B + Q-Zoom2026.04		53.5
ZwZ-Qwen2.5-VL-7B + Q-Zoom2026.04		53.2
ZwZ-Qwen2.5-VL-7B2026.04		52.5
Qwen3-VL-4B + SD-RPN2026.04		51.8
Qwen2.5-VL-7B + DeepEyes2026.04		50.9
Qwen2.5-VL-7B + Q-Zoom2026.04		48
Qwen3-VL-4B2026.04		47.4
Qwen2.5-VL-7B + SD-RPN2026.04		46.4
Qwen2.5-VL-3B + Q-Zoom2026.04		44
Qwen2.5-VL-7B2026.04		42.7
Qwen2.5-VL-3B + SD-RPN2026.04		41.9
Qwen2.5-VL-3B2026.04		41.6
LLaVA-1.5-13B + S22026.04		36.3
LLaVA-1.5-13B + SD-RPN2026.04		31.4
LLaVA-1.5-13B + Q-Zoom2026.04		31.3
LLaVA-1.5-13B + ViCrop2026.04		30.1
LLaVA-1.5-7B + S22026.04		28.5
LLaVA-1.5-13B2026.04		27.8
LLaVA-1.5-7B2026.04		27.7
LLaVA-1.5-7B + SD-RPN2026.04		27.7
LLaVA-1.5-7B + Q-Zoom2026.04		27.7
LLaVA-1.5-7B + ViCrop2026.04		27.6