Image Classification on Zero-shot evaluation
59.69CAClean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanProtocol=Zero-shot2026.02 | 59.69 | — | |
| BadCLIP++Protocol=Zero-shot2026.02 | 58.92 | 99.99 | |
| MABAProtocol=Zero-shot2026.02 | 58.8 | 33.49 | |
| mmPoisonProtocol=Zero-shot2026.02 | 58.7 | 2.86 | |
| BlendedProtocol=Zero-shot2026.02 | 58.69 | 99.62 | |
| BadNetsProtocol=Zero-shot2026.02 | 58.67 | 97 | |
| BadEncoderProtocol=Zero-shot2026.02 | 58.63 | 88.97 | |
| INACTIVEProtocol=Zero-shot2026.02 | 58.62 | 92.35 | |
| TrojVQAProtocol=Zero-shot2026.02 | 58.6 | 98.25 | |
| BadCLIPProtocol=Zero-shot2026.02 | 58.6 | 98.81 | |
| SSBAProtocol=Zero-shot2026.02 | 58.48 | 50.28 | |
| SIGProtocol=Zero-shot2026.02 | 58.45 | 89.48 | |
| WaNetProtocol=Zero-shot2026.02 | 58.42 | 98.37 | |
| VLTrojanProtocol=Zero-shot2026.02 | 54.64 | 2.69 |