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Image Classification on ImageNet (val) (Top-5 Accuracy and FLOPs Reduction)
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89.08
Top-5 Accuracy
Uncompressed
85.5024
86.4312
87.36
88.2888
Jul 26, 2021
Top-5 Accuracy
FLOPs Reduction
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-5 Accuracy
FLOPs Reduction
Uncompressed
Model=ResNet-18, Compr...
2021.07
89.08
1
ADMM-based TT-format
Model=ResNet-18, Compr...
2021.07
89.08
2.47
FPGM
Model=ResNet-18, Compr...
2021.07
88.53
1.72
DSA
Model=ResNet-18, Compr...
2021.07
88.35
1.72
FBS
Model=ResNet-18, Compr...
2021.07
88.22
1.98
DACP
Model=ResNet-18, Compr...
2021.07
87.6
1.89
ADMM-based TT-format
Model=ResNet-18, Compr...
2021.07
87.47
4.62
TRP
Model=ResNet-18, Compr...
2021.07
86.74
2.6
TRP+Nu
Model=ResNet-18, Compr...
2021.07
86.61
3.18
Standard TR
Model=ResNet-18, Compr...
2021.07
86.29
4.28
Standard TT
Model=ResNet-18, Compr...
2021.07
85.64
4.62
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