Backdoor Exposure Evaluation on CIFAR-10 (test)
100Visual Classification AccuracyCONTRASTIVEPOISONING
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CONTRASTIVEPOISONING2026.06 | 100 | — | — | 0.01 | — | 100 | |
| BADENCODER2026.06 | 99.98 | — | — | 0.01 | — | 99.96 | |
| Liang-BADCLIP2026.06 | 99.94 | — | — | 0.01 | — | 99.92 | |
| Bai-BADCLIP2026.06 | 9.73 | — | — | 0.1 | — | 100 | |
| TOXICTEXTCLIP2026.06 | 9.71 | — | — | 0.09 | -0.025 | — | |
| BADTEXTTOWER2026.06 | — | 99.1 | 100 | — | 0.965 | — |