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Multimodal Understanding on LLaVA High-IC tasks (MMB, POPE, MME, SEED, GQA) v1.5

94.7Performance Ratio

MMTok

40.93254.89168.8582.809Aug 25, 2025
Updated 1mo ago

Evaluation Results

MethodLinks
2025.08
94.7
2025.08
93.1
2025.08
91
2025.08
90
2025.08
89.6
2025.08
86.4
2025.08
83.5
2025.08
81.4
2025.08
79.8
2025.08
71.4
2025.08
69.7
2025.08
68.4
2025.08
62.1
2025.08
54.3
2025.08
50.1
2025.08
48.9
2025.08
43.8
2025.08
43