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Multimodal Understanding on MME-Real Perception, Reasoning, Overall

64.9Perception ScoreGPT-4o
60.42861.58962.7563.911Jun 23, 2026

Evaluation results

MethodLinks
GPT-4oPrecision=BF16, Batch size=12026.0664.947.362.8
EVA-VL 7BPrecision=BF16, Batch size=1, Model Parameter Scale=7B2026.0663.941.861.3
Qwen2.5-VL 32BPrecision=BF16, Batch size=1, Model Parameter Scale=32B2026.0663.840.461
Qwen2.5-VL 7BPrecision=BF16, Batch size=1, Model Parameter Scale=7B2026.0660.638.658.3