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Model Pruning on CIFAR-10 (test)
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3.88
Efficiency Index (EI)
PMMP
-1.0808
0.2071
1.495
2.7829
May 23, 2025
Efficiency Index (EI)
Compression Ratio (CR)
Updated 20d ago
Evaluation Results
Method
Method
Links
Efficiency Index (EI)
Compression Ratio (CR)
PMMP
Backbone=VGG-16-512
2025.05
3.88
34
RFP
Backbone=VGG-16-512
2025.05
0.72
9.52
DRR-O
Backbone=VGG-16-512
2025.05
0.7
15
PP
Backbone=VGG-16-512
2025.05
0.14
6.43
VAR-CONV
Backbone=VGG-16-512
2025.05
0.07
3.75
SSS
Backbone=VGG-16-512
2025.05
0
1.67
SparseVD
Backbone=VGG-16-512
2025.05
0
48
CPA
Backbone=VGG-16-512
2025.05
-0.01
56
EConvNets
Backbone=VGG-16-512
2025.05
-0.15
2.78
R-L1
Backbone=VGG-16-512
2025.05
-0.73
71
DRR
Backbone=VGG-16-512
2025.05
-0.89
82
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