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Robustness Evaluation on ImageNet Robustness Variants (IN-A, IN-R, IN-Sketch, IN-C) (test)
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43.8
IN-A Top-1 Acc
SiameseIM
31.944
35.022
38.1
41.178
Jun 2, 2022
IN-A Top-1 Acc
IN-R Top-1 Acc
IN-Sketch Top-1 Acc
IN-C mCE
Updated 4d ago
Evaluation Results
Method
Method
Links
IN-A Top-1 Acc
IN-R Top-1 Acc
IN-Sketch Top-1 Acc
IN-C mCE
SiameseIM
Epochs=1600
2022.06
43.8
52.5
38.3
57.1
SiameseIM
Epochs=400
2022.06
38.6
51.6
37.7
55.9
MSN
Epochs=1200, multi-cro...
2022.06
37.5
50
36.3
53.4
MAE
Epochs=1600
2022.06
35.9
48.3
34.5
48.3
MoCo-v3
Epochs=600, symmetric...
2022.06
32.4
49.8
35.9
55.4
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