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Benchmarks
Inference Efficiency on LLaVA 7B 1.5
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802.65
Latency (ms)
TrimTokenator-LC
793.3372
856.1986
919.06
981.9214
Dec 28, 2025
Latency (ms)
Memory Usage (GB)
Updated 3d ago
Evaluation Results
Method
Method
Links
Latency (ms)
Memory Usage (GB)
TrimTokenator-LC
Backbone=LLaVA-1.5-7B
2025.12
802.65
15.18
DivPrune
Backbone=LLaVA-1.5-7B
2025.12
810.46
15.2
VisionZip
Backbone=LLaVA-1.5-7B
2025.12
813.05
15.2
VTW
Backbone=LLaVA-1.5-7B
2025.12
813.85
15.27
SparseVLM
Backbone=LLaVA-1.5-7B
2025.12
821.01
15.33
FastV
Backbone=LLaVA-1.5-7B
2025.12
825.91
15.34
CATP
Backbone=LLaVA-1.5-7B
2025.12
827.92
15.37
Original
Backbone=LLaVA-1.5-7B
2025.12
1,035.47
19.38
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