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Multi-modality Evaluation on MMB-en (test)
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100
Relative Performance
Qwen2.5-VL-7B
81.904
86.602
91.3
95.998
Mar 22, 2026
Relative Performance
MMB-en Score
Updated 25d ago
Evaluation Results
Method
Method
Links
Relative Performance
MMB-en Score
Qwen2.5-VL-7B
Pruning ratio=0%
2026.03
100
82.8
ResPrune
Pruning ratio=66.7%
2026.03
98.4
82.5
ResPrune
Pruning ratio=77.8%
2026.03
96.9
81.7
DivPrune
Pruning ratio=66.7%
2026.03
96.7
82.6
DivPrune
Pruning ratio=77.8%
2026.03
95.1
81.6
FastV
Pruning ratio=66.7%
2026.03
92.3
75.7
ResPrune
Pruning ratio=88.9%
2026.03
92.2
79.5
DivPrune
Pruning ratio=88.9%
2026.03
90.4
79.4
FastV
Pruning ratio=77.8%
2026.03
88.9
74.9
FastV
Pruning ratio=88.9%
2026.03
82.6
69.2
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