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Pruning Performance Evaluation on Aggregate Benchmarks Table 6
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100
Relative Performance (%)
Full Model
3.696
28.698
53.7
78.702
Apr 14, 2026
Relative Performance (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative Performance (%)
Full Model
Backbone=LLaVA-OneVisi...
2026.04
100
TopoVLM
Backbone=LLaVA-OneVisi...
2026.04
94.8
TAMP
Backbone=LLaVA-OneVisi...
2026.04
92.3
ECoFLaP
Backbone=LLaVA-OneVisi...
2026.04
92
SparseGPT
Backbone=LLaVA-OneVisi...
2026.04
90.9
LLM-Streamline
Backbone=LLaVA-OneVisi...
2026.04
90.3
Wanda
Backbone=LLaVA-OneVisi...
2026.04
87
LLM-Pruner
Backbone=LLaVA-OneVisi...
2026.04
86.7
OWL
Backbone=LLaVA-OneVisi...
2026.04
82.8
Magnitude
Backbone=LLaVA-OneVisi...
2026.04
7.4
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