Backdoor Detection on SST2 high poison rate (test)
10Clean Performance ScoreMM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MMLabel Type=clean label, Model Architecture=Qwen3-4b2026.06 | 10 | 0 | 3 | — | — | — | — | |
| MMLabel Type=dirty label, Model Architecture=Qwen3-4b2026.06 | 10 | 0 | 2 | — | — | — | — | |
| CLIBELabel Type=clean label, Model Architecture=Qwen3-4b2026.06 | 8 | 4 | 2 | — | — | — | — | |
| CLIBELabel Type=dirty label, Model Architecture=Qwen3-4b2026.06 | 8 | 3 | 3 | — | — | — | — | |
| MMModel=Flan-t5-large2026.06 | 8 | — | — | 0 | 1 | 0 | 2 | |
| DBSModel=Flan-t5-large2026.06 | 8 | — | — | 7 | 8 | 7 | 9 | |
| PICCOLOModel=Flan-t5-large2026.06 | 6 | — | — | 2 | 7 | 10 | 8 | |
| DBSLabel Type=clean label, Model Architecture=Qwen3-4b2026.06 | 4 | 1 | 7 | — | — | — | — | |
| DBSLabel Type=dirty label, Model Architecture=Qwen3-4b2026.06 | 4 | 5 | 6 | — | — | — | — | |
| CLIBEModel=Flan-t5-large2026.06 | 4 | — | — | 5 | 1 | 0 | 2 | |
| CSO(discrete)Model=Flan-t5-large2026.06 | 2 | — | — | 9 | 8 | 10 | 10 | |
| CSO(continuous)Label Type=clean label, Model Architecture=Qwen3-4b2026.06 | 1 | 5 | 8 | — | — | — | — | |
| CSO(continuous)Label Type=dirty label, Model Architecture=Qwen3-4b2026.06 | 1 | 10 | 9 | — | — | — | — | |
| CSO(continuous)Model=Flan-t5-large2026.06 | 1 | — | — | 9 | 8 | 7 | 8 | |
| CSO(discrete)Label Type=clean label, Model Architecture=Qwen3-4b2026.06 | 0 | 8 | 10 | — | — | — | — | |
| CSO(discrete)Label Type=dirty label, Model Architecture=Qwen3-4b2026.06 | 0 | 9 | 10 | — | — | — | — | |
| PICCOLOLabel Type=clean label, Model Architecture=Qwen3-4b2026.06 | 0 | 7 | 6 | — | — | — | — | |
| PICCOLOLabel Type=dirty label, Model Architecture=Qwen3-4b2026.06 | 0 | 5 | 7 | — | — | — | — |