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Benchmarks
Multi-modal Understanding on MM-Bench (MMB) (test)
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86.3
MMB Score
Qwen
55.204
63.277
71.35
79.423
Aug 1, 2025
MMB Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MMB Score
Qwen
Token Retention Rate=1...
2025.08
86.3
HiPrune
Token Retention Rate=2...
2025.08
82.6
HiPrune++
Token Retention Rate=2...
2025.08
82.6
VisionZip
Token Retention Rate=2...
2025.08
82.2
HiPrune
Token Retention Rate=1...
2025.08
77.2
HiPrune++
Token Retention Rate=1...
2025.08
76.6
FastV
Token Retention Rate=2...
2025.08
76.4
VisionZip
Token Retention Rate=1...
2025.08
76
HiPrune
Token Retention Rate=5...
2025.08
71.3
HiPrune++
Token Retention Rate=5...
2025.08
70.3
VisionZip
Token Retention Rate=5...
2025.08
69.8
FastV
Token Retention Rate=1...
2025.08
67.2
FastV
Token Retention Rate=5...
2025.08
56.4
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