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Image Classification on ImageNet1k (val) (Top-1 Accuracy and ECE)
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74.02
Top-1 Accuracy
PolyLoss
72.772
73.096
73.42
73.744
Apr 20, 2023
Top-1 Accuracy
ECE
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
ECE
PolyLoss
Backbone=ResNet-34, Lo...
2023.04
74.02
7.882
Label Smoothing (LS)
Backbone=ResNet-34, Lo...
2023.04
73.69
3.994
Entropy Regularization (ER)
Backbone=ResNet-34, Lo...
2023.04
73.68
3.72
Standard Cross Entropy (CE) Loss
Backbone=ResNet-34, Lo...
2023.04
73.56
5.301
L1 Norm-based regularization
Backbone=ResNet-34, Lo...
2023.04
73.21
2.625
Focal Loss (FL)
Backbone=ResNet-34, Lo...
2023.04
72.82
4.901
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