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Image Classification on CIFAR-10 (test) (BA and ASR Metrics)

86.7Base Accuracy (BA)

No defense

Updated 1mo ago

Evaluation Results

Method	Links
No defense 2024.05		86.7	97.43
No defense 2024.05		85.46	100
BTI-DBF(U) 2024.05		85.21	99.99
BAN Fine-tune 2024.05		83.92	2.91
BTI-DBF(U) 2024.05		83.9	100
FT 2024.05		82.23	44.07
FT 2024.05		80.13	100
No defense 2024.05		79.19	63.74
BAN Fine-tune 2024.05		79.18	26.2
No defense 2024.05		78.25	31.03
No defense 2024.05		76.35	88.71
BAN Fine-tune 2024.05		76.26	9.8
FT 2024.05		75.63	2.3
FT 2024.05		75.35	12.99
BAN Fine-tune 2024.05		75.28	3.1
BTI-DBF(U) 2024.05		74.66	11.04
FT 2024.05		74.58	54.63
BTI-DBF(U) 2024.05		74.29	61.16
BAN Fine-tune 2024.05		74.25	6.91
BTI-DBF(U) 2024.05		73.83	2.61