Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Pruning on ImageNet
Loading...
1.5
Effective Information (EI)
PMMP
-1.308
-0.579
0.15
0.879
May 23, 2025
Effective Information (EI)
Compression Ratio (CR)
Updated 20d ago
Evaluation Results
Method
Method
Links
Effective Information (EI)
Compression Ratio (CR)
PMMP
Backbone=ResNet-50
2025.05
1.5
3.5
ChannelPruning
Backbone=ResNet-50
2025.05
1.1
2.1
R-L1
Backbone=ResNet-50
2025.05
1.1
6.8
ThiNet
Backbone=ResNet-50
2025.05
0.8
1.5
SSS
Backbone=ResNet-50
2025.05
0.7
1.008
BoundedNorm
Backbone=ResNet-50
2025.05
0.5
1.2
Autoprune
Backbone=ResNet-50
2025.05
0.4
2.2
GSM
Backbone=ResNet-50
2025.05
0.4
4
PP
Backbone=ResNet-50
2025.05
0.2
1.7
VAR-CONV
Backbone=ResNet-50
2025.05
-0.1
2.5
DRR
Backbone=ResNet-50
2025.05
-1.2
8
Feedback
Search any
task
Search any
task
