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Benchmarks
Image Classification on Average IN-C, IN-R, DN-126
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62.5
Average Accuracy
PACE
53.764
56.032
58.3
60.568
Mar 30, 2026
Average Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
PACE
Backprop.=false
2026.03
62.5
ZOA (fp=28)
Backprop.=false
2026.03
61.1
FOA
Backprop.=false
2026.03
60.9
SAR
Backprop.=true
2026.03
59.4
CoTTA
Backprop.=true
2026.03
58.8
TENT
Backprop.=true
2026.03
58.6
ZOA
Backprop.=false
2026.03
58.5
NoAdapt
Backprop.=false
2026.03
55.5
LAME
Backprop.=false
2026.03
54.5
T3A
Backprop.=false
2026.03
54.1
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