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Benchmarks
Robustness on ImageNet-C (All Corruption Types)
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77.6
Mean Corruption Error (mCE)
NTCE
77.5
78.175
78.85
79.525
May 19, 2026
Mean Corruption Error (mCE)
Error (Gaussian)
Error (Shot Noise)
Error (Impulse Noise)
Error (Defocus Blur)
Error (Glass Blur)
Error (Motion Blur)
Error (Zoom Blur)
Error (Snow)
Error (Frost)
Error (Fog)
Error (Brightness)
Error (Contrast)
Error (Elastic Transform)
Error (Pixelate)
Error (JPEG Compression)
Updated 13d ago
Evaluation Results
Method
Method
Links
Mean Corruption Error (mCE)
Error (Gaussian)
Error (Shot Noise)
Error (Impulse Noise)
Error (Defocus Blur)
Error (Glass Blur)
Error (Motion Blur)
Error (Zoom Blur)
Error (Snow)
Error (Frost)
Error (Fog)
Error (Brightness)
Error (Contrast)
Error (Elastic Transform)
Error (Pixelate)
Error (JPEG Compression)
NTCE
2026.05
77.6
73
76
80
84
93
83
85
76
75
65
60
65
93
78
79
NormFace
2026.05
77.8
74
76
82
84
93
81
85
76
75
64
60
65
91
81
80
NONL
2026.05
77.8
72
75
80
85
93
83
85
76
75
64
60
66
91
81
81
ETF + DR
2026.05
79.2
75
78
82
86
94
85
86
76
77
66
62
67
93
80
82
CE
2026.05
80.1
75
78
83
84
94
86
88
80
78
68
62
66
96
84
80
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