Image Classification on CIFAR-100 (CA and ASR Metrics)
71.93CACL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLDefense State=CLP2026.02 | 71.93 | 2.34 | |
| CLDefense State=Before Defense2026.02 | 71.76 | 2.18 | |
| BlendDefense State=CLP2026.02 | 71.13 | 90.88 | |
| BlendDefense State=Before Defense2026.02 | 71.08 | 98.49 | |
| BadNetDefense State=Before Defense2026.02 | 70.49 | 99.98 | |
| WaNetDefense State=Before Defense2026.02 | 70.24 | 95.12 | |
| WaNetDefense State=CLP2026.02 | 70.24 | 95.19 | |
| BadNetDefense State=CLP2026.02 | 70.13 | 98.07 | |
| BadSNNDefense State=CLP2026.02 | 66.73 | 6.66 | |
| BadSNNDefense State=Before Defense2026.02 | 61.18 | 74.23 | |
| BlendDefense State=Fine Tuning2026.02 | 11.41 | 0 | |
| WaNetDefense State=Fine Tuning2026.02 | 11.24 | 0.89 | |
| BlendDefense State=NAD2026.02 | 11.23 | 0.05 | |
| BadNetDefense State=NAD2026.02 | 10.63 | 0.08 | |
| WaNetDefense State=NAD2026.02 | 9.96 | 0.78 | |
| BadNetDefense State=Fine Tuning2026.02 | 9.73 | 0.51 | |
| CLDefense State=NAD2026.02 | 9.21 | 0.01 | |
| CLDefense State=Fine Tuning2026.02 | 6.36 | 0.12 | |
| BadSNNDefense State=Fine Tuning2026.02 | 6.27 | 16.49 | |
| BadSNNDefense State=NAD2026.02 | 5.9 | 7.4 | |
| BadNetDefense State=TSBD2026.02 | 5.48 | 0.12 | |
| BlendDefense State=TSBD2026.02 | 5.18 | 2.61 | |
| CLDefense State=TSBD2026.02 | 4.78 | 2.3 | |
| WaNetDefense State=TSBD2026.02 | 4.56 | 0 | |
| BadSNNDefense State=TSBD2026.02 | 2.45 | 53.09 | |
| BlendDefense State=ANP2026.02 | 1.09 | 0 | |
| BadSNNDefense State=ANP2026.02 | 1.07 | 100 | |
| BadNetDefense State=ANP2026.02 | 1.05 | 0 | |
| CLDefense State=ANP2026.02 | 0.97 | 0 | |
| WaNetDefense State=ANP2026.02 | 0.94 | 4.83 |