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Benchmarks
Image Classification on ImageNet-S 1.0 (test)
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88
Top-1 Accuracy
Swin-B
44.632
55.891
67.15
78.409
Jun 6, 2021
Sep 4, 2021
Dec 3, 2021
Mar 3, 2022
Jun 1, 2022
Aug 30, 2022
Nov 28, 2022
Top-1 Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Swin-B
Fine-tuned with ImageN...
2021.06
88
Swin-S
Fine-tuned with ImageN...
2021.06
87.8
Res2Net-101
Fine-tuned with ImageN...
2021.06
85.6
ResNeXt-101
Fine-tuned with ImageN...
2021.06
85.5
EfficientNet-B3
Fine-tuned with ImageN...
2021.06
85.3
Res2Net-50
Fine-tuned with ImageN...
2021.06
84.8
ResNeXt-50
Fine-tuned with ImageN...
2021.06
84.4
ResNet-101
Fine-tuned with ImageN...
2021.06
84.3
DenseNet-161
Fine-tuned with ImageN...
2021.06
84.3
ResNet-50
Fine-tuned with ImageN...
2021.06
83.6
Inception V3
Fine-tuned with ImageN...
2021.06
77.7
Federated Averaging
dataset skew (s)=0, sy...
2022.11
70.5
Federated Averaging
dataset skew (s)=0, sy...
2022.11
69.1
Supervised
training steps=60k, da...
2022.11
68.9
MHD+
dataset skew (s)=0, tr...
2022.11
68.6
MHD
dataset skew (s)=0, tr...
2022.11
59.9
Separate
dataset skew (s)=0
2022.11
46.3
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