Poison Detection on ImageNette
100TPRASD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASDAttack Pattern=Freq, alpha=0.0032025.09 | 100 | 49 | |
| ESTIAttack Pattern=Pattern, alpha=0.052025.09 | 100 | 3 | |
| ESTIAttack Pattern=Freq, alpha=0.052025.09 | 100 | 1 | |
| ESTIAttack Pattern=Freq, alpha=0.0032025.09 | 100 | 1 | |
| DBDAttack Pattern=AdapBlend, alpha=0.052025.09 | 100 | 48 | |
| DBDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 100 | 50 | |
| VaBAttack Pattern=Pattern, alpha=0.052025.09 | 100 | 23 | |
| VaBAttack Pattern=Freq, alpha=0.052025.09 | 100 | 41 | |
| VaBAttack Pattern=Freq, alpha=0.0032025.09 | 100 | 68 | |
| PGRL (F)Attack Pattern=Pattern, alpha=0.0032025.09 | 100 | 5 | |
| ABLAttack Pattern=Pattern, alpha=0.052025.09 | 99 | 1 | |
| ABLAttack Pattern=Freq, alpha=0.052025.09 | 99 | 1 | |
| ASDAttack Pattern=Freq, alpha=0.052025.09 | 99 | 47 | |
| PIPDAttack Pattern=Freq, alpha=0.052025.09 | 99 | 0 | |
| DBDAttack Pattern=Pattern, alpha=0.052025.09 | 99 | 49 | |
| FDE (C)Attack Pattern=Pattern, alpha=0.052025.09 | 99 | 4 | |
| FDE (C)Attack Pattern=Pattern, alpha=0.0032025.09 | 99 | 5 | |
| FDE (C)Attack Pattern=Freq, alpha=0.0032025.09 | 99 | 3 | |
| PGRL (F)Attack Pattern=Pattern, alpha=0.052025.09 | 99 | 2 | |
| DBDAttack Pattern=Pattern, alpha=0.0032025.09 | 98 | 47 | |
| EBDAttack Pattern=Pattern, alpha=0.0032025.09 | 98 | 8 | |
| LCV (C)Attack Pattern=AdapBlend, alpha=0.052025.09 | 98 | 4 | |
| FDE (C)Attack Pattern=Freq, alpha=0.052025.09 | 98 | 3 | |
| PGRL (F)Attack Pattern=Freq, alpha=0.0032025.09 | 97 | 3 | |
| PIPDAttack Pattern=Pattern, alpha=0.052025.09 | 96 | 0 | |
| PGRL (F)Attack Pattern=Freq, alpha=0.052025.09 | 96 | 3 | |
| ASDAttack Pattern=Pattern, alpha=0.052025.09 | 95 | 50 | |
| EBDAttack Pattern=Pattern, alpha=0.052025.09 | 95 | 2 | |
| LCV (C)Attack Pattern=AdapBlend, alpha=0.0032025.09 | 95 | 2 | |
| FDE (C)Attack Pattern=AdapBlend, alpha=0.052025.09 | 95 | 4 | |
| PGRL (F)Attack Pattern=AdapBlend, alpha=0.052025.09 | 95 | 2 | |
| EBDAttack Pattern=Freq, alpha=0.0032025.09 | 90 | 5 | |
| VaBAttack Pattern=AdapBlend, alpha=0.052025.09 | 88 | 92 | |
| ASDAttack Pattern=Pattern, alpha=0.0032025.09 | 86 | 50 | |
| PGRL (F)Attack Pattern=AdapBlend, alpha=0.0032025.09 | 85 | 2 | |
| EBDAttack Pattern=Freq, alpha=0.052025.09 | 82 | 1 | |
| VaBAttack Pattern=AdapBlend, alpha=0.0032025.09 | 75 | 83 | |
| DBDAttack Pattern=Freq, alpha=0.052025.09 | 68 | 50 | |
| ESTIAttack Pattern=AdapBlend, alpha=0.0032025.09 | 67 | 7 | |
| VaBAttack Pattern=Pattern, alpha=0.0032025.09 | 55 | 32 | |
| ABLAttack Pattern=Pattern, alpha=0.0032025.09 | 43 | 5 | |
| ASDAttack Pattern=AdapBlend, alpha=0.052025.09 | 35 | 50 | |
| DBDAttack Pattern=Freq, alpha=0.0032025.09 | 11 | 52 | |
| ESTIAttack Pattern=AdapBlend, alpha=0.052025.09 | 7 | 3 | |
| LCV (C)Attack Pattern=Freq, alpha=0.0032025.09 | 7 | 1 | |
| FDE (C)Attack Pattern=AdapBlend, alpha=0.0032025.09 | 7 | 1 | |
| LCV (C)Attack Pattern=Pattern, alpha=0.052025.09 | 5 | 2 | |
| EBDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 2 | 5 | |
| LCV (C)Attack Pattern=Freq, alpha=0.052025.09 | 2 | 5 | |
| EBDAttack Pattern=AdapBlend, alpha=0.052025.09 | 1 | 5 | |
| ABLAttack Pattern=AdapBlend, alpha=0.052025.09 | 0 | 5 | |
| ABLAttack Pattern=AdapBlend, alpha=0.0032025.09 | 0 | 5 | |
| ABLAttack Pattern=Freq, alpha=0.0032025.09 | 0 | 5 | |
| ASDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 0 | 50 | |
| PIPDAttack Pattern=Pattern, alpha=0.0032025.09 | 0 | 2 | |
| PIPDAttack Pattern=AdapBlend, alpha=0.052025.09 | 0 | 1 | |
| PIPDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 0 | 2 | |
| PIPDAttack Pattern=Freq, alpha=0.0032025.09 | 0 | 2 | |
| ESTIAttack Pattern=Pattern, alpha=0.0032025.09 | 0 | 5 | |
| LCV (C)Attack Pattern=Pattern, alpha=0.0032025.09 | 0 | 1 |