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NICO++

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationNICO++ (ID)
Accuracy88.2
24
Risky sample generationNICO++
Generation Time (s)7.35
12
Risky Sample TransferabilityNICO++
Error Rate6.4
9
Bias discoveryNICO++ 75/90/95 (test)
Precision@10 (75% Strength)0.64
6
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