Image Classification on CIFAR-100 (CA and ASR-Proxy Metrics)
69.15AccuracyClean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanProtocol=Linear-probe2026.02 | 69.15 | — | |
| TrojVQAProtocol=Linear-probe2026.02 | 68.57 | 0.16 | |
| SSBAProtocol=Linear-probe2026.02 | 68.12 | 0.02 | |
| mmPoisonProtocol=Linear-probe2026.02 | 67.98 | 0.58 | |
| BadEncoderProtocol=Linear-probe2026.02 | 67.96 | 1.2 | |
| INACTIVEProtocol=Linear-probe2026.02 | 67.93 | 2.35 | |
| BadNetsProtocol=Linear-probe2026.02 | 67.68 | 0.72 | |
| BadCLIPProtocol=Linear-probe2026.02 | 67.56 | 47.67 | |
| BadCLIP++Protocol=Linear-probe2026.02 | 67.55 | 86.63 | |
| SIGProtocol=Linear-probe2026.02 | 67.23 | 0.12 | |
| MABAProtocol=Linear-probe2026.02 | 67.09 | 0.71 | |
| VLTrojanProtocol=Linear-probe2026.02 | 66.87 | 4.21 | |
| WaNetProtocol=Linear-probe2026.02 | 66.8 | 0.5 | |
| BlendedProtocol=Linear-probe2026.02 | 66.1 | 2.21 |