Question Answering on CoQA (CACC, ASR)
76.31CACCMedian
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedianPoison Method=StyleBkd2026.02 | 76.31 | 22.09 | |
| TrimmedPoison Method=StyleBkd2026.02 | 76.1 | 99.6 | |
| GraCeFulPoison Method=StyleBkd2026.02 | 75.5 | 93.78 | |
| FreqFedPoison Method=StyleBkd2026.02 | 75.3 | 99.4 | |
| FreqFedPoison Method=Badnets2026.02 | 75.1 | 99 | |
| MedianPoison Method=Addsent2026.02 | 75.1 | 99 | |
| TrimmedPoison Method=Addsent2026.02 | 75.1 | 98.8 | |
| GraCeFulPoison Method=Addsent2026.02 | 74.9 | 3.41 | |
| GraCeFulPoisoning Method=BN2026.05 | 74.9 | 0 | |
| GradSentryPoisoning Method=BN2026.05 | 74.9 | 0 | |
| FreqFedPoison Method=Addsent2026.02 | 74.7 | 99.2 | |
| TrimmedPoison Method=Badnets2026.02 | 74.5 | 99.4 | |
| CUBEPoison Method=Badnets2026.02 | 74.5 | 99.2 | |
| ProtegoFedPoison Method=Badnets2026.02 | 74.5 | 0 | |
| ProtegoFedPoison Method=Addsent2026.02 | 74.5 | 0 | |
| NonePoison Method=StyleBkd2026.02 | 74.5 | 99.8 | |
| KrumPoison Method=StyleBkd2026.02 | 74.5 | 99.2 | |
| FoundationFLPoison Method=StyleBkd2026.02 | 74.5 | 19.88 | |
| MedianPoison Method=Badnets2026.02 | 74.3 | 99.8 | |
| CUBEPoison Method=Addsent2026.02 | 74.3 | 99.2 | |
| GraCeFulPoisoning Method=AS2026.05 | 74.3 | 0 | |
| GraCeFulPoisoning Method=CBA2026.05 | 74.3 | 0 | |
| CUBEPoison Method=StyleBkd2026.02 | 74.29 | 99.8 | |
| NonePoison Method=Badnets2026.02 | 74.1 | 99 | |
| MedianPoison Method=CBA2026.02 | 74.1 | 96.39 | |
| TrimmedPoison Method=CBA2026.02 | 74.1 | 96.39 | |
| CUBEPoison Method=CBA2026.02 | 74.1 | 96.79 | |
| CUBEPoisoning Method=AS2026.05 | 74.1 | 0 | |
| GradSentryPoisoning Method=AS2026.05 | 74.1 | 0 | |
| KrumPoison Method=Badnets2026.02 | 73.9 | 98.8 | |
| ProtegoFedPoison Method=StyleBkd2026.02 | 73.9 | 0 | |
| VanillaPoisoning Method=BN2026.05 | 73.9 | 98.8 | |
| GradSentryPoisoning Method=SB2026.05 | 73.9 | 0 | |
| FreqFedPoison Method=CBA2026.02 | 73.69 | 96.18 | |
| VanillaPoisoning Method=SB2026.05 | 73.69 | 99 | |
| FoundationFLPoison Method=Badnets2026.02 | 73.49 | 98.8 | |
| KrumPoison Method=Addsent2026.02 | 73.49 | 99.2 | |
| VanillaPoisoning Method=AS2026.05 | 73.29 | 98.39 | |
| GradSentryPoisoning Method=CBA2026.05 | 73.29 | 0 | |
| GraCeFulPoisoning Method=SB2026.05 | 73.29 | 0 | |
| ProtegoFedPoison Method=CBA2026.02 | 73.09 | 0 | |
| VanillaPoisoning Method=CBA2026.05 | 72.69 | 94.98 | |
| KrumPoison Method=CBA2026.02 | 72.49 | 95.98 | |
| GraCeFulPoison Method=CBA2026.02 | 72.49 | 13.86 | |
| NonePoison Method=Addsent2026.02 | 72.09 | 99.2 | |
| FoundationFLPoison Method=Addsent2026.02 | 72.09 | 99.2 | |
| FoundationFLPoison Method=CBA2026.02 | 72.09 | 95.58 | |
| GraCeFulPoison Method=Badnets2026.02 | 72 | 1.39 | |
| CUBEPoisoning Method=CBA2026.05 | 71.69 | 0 | |
| CUBEPoisoning Method=SB2026.05 | 71.69 | 0 | |
| NonePoison Method=CBA2026.02 | 71.49 | 96.79 | |
| CUBEPoisoning Method=BN2026.05 | 70.88 | 0 | |
| ONIONPoison Method=Badnets2026.02 | 63.05 | 87.34 | |
| ONIONPoisoning Method=BN2026.05 | 63.05 | 96.39 | |
| ONIONPoison Method=Addsent2026.02 | 61.85 | 99.2 | |
| ONIONPoisoning Method=AS2026.05 | 61.45 | 96.79 | |
| ONIONPoisoning Method=CBA2026.05 | 61.04 | 92.97 | |
| ONIONPoison Method=StyleBkd2026.02 | 59.24 | 68.38 | |
| ONIONPoisoning Method=SB2026.05 | 58.84 | 97.79 | |
| ONIONPoison Method=CBA2026.02 | 58.43 | 54.22 | |
| CleanGenPoisoning Method=AS2026.05 | 54.82 | 0.2 | |
| CleanGenPoisoning Method=CBA2026.05 | 54.22 | 0.2 | |
| CleanGenPoisoning Method=BN2026.05 | 54.02 | 0.2 | |
| CleanGenPoisoning Method=SB2026.05 | 53.82 | 0 |