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Benchmarks
Multimodal Understanding on LLaVA-NeXT-7B High-IC Suite
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95.7
Performance Ratio
MMTok
36.212
51.656
67.1
82.544
Aug 25, 2025
Performance Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Performance Ratio
MMTok
Token Budget=64
2025.08
95.7
DivPrune
Token Budget=64
2025.08
94.2
VisionZip
Token Budget=64
2025.08
93.2
MMTok
Token Budget=32
2025.08
92.8
DivPrune
Token Budget=32
2025.08
89.7
MMTok
Token Budget=16
2025.08
89.6
VisionZip
Token Budget=32
2025.08
87.5
DivPrune
Token Budget=16
2025.08
85.7
MMTok
Token Budget=8
2025.08
85.2
DivPrune
Token Budget=8
2025.08
79.9
MMTok
Token Budget=4
2025.08
79.2
VisionZip
Token Budget=16
2025.08
76.8
DivPrune
Token Budget=4
2025.08
71
MMTok
Token Budget=2
2025.08
71
DivPrune
Token Budget=2
2025.08
57.8
VisionZip
Token Budget=8
2025.08
52.6
VisionZip
Token Budget=4
2025.08
39.4
VisionZip
Token Budget=2
2025.08
38.5
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