Text Classification on Twit
94.71AccuracyBaseline (w/o Defense)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Baseline (w/o Defense)Attacks=Clean2025.12 | 94.71 | 8.76 | |
| No DefenseAttack=Clean, Defense=w/o Defense2025.12 | 94.71 | 8.76 | |
| Baseline (w/o Defense)Attacks=POR-22025.12 | 94.65 | 99.98 | |
| Patronus (Adv-Pretrain)Attacks=NeuBA2025.12 | 94.53 | 8.65 | |
| PatronusAttack=POR-1, Defense=Adv-Pretrain2025.12 | 94.53 | 7.57 | |
| Baseline (w/o Defense)Attacks=NeuBA2025.12 | 94.52 | 95.31 | |
| Baseline (w/o Defense)Attacks=POR-12025.12 | 94.46 | 93.89 | |
| No DefenseAttack=POR-2, Defense=w/o Defense2025.12 | 94.42 | 88.04 | |
| Patronus (Adv-Pretrain)Attacks=POR-22025.12 | 94.41 | 8.05 | |
| No DefenseAttack=POR-1, Defense=w/o Defense2025.12 | 94.38 | 87.71 | |
| PatronusAttack=POR-1, Defense=Adv-Finetune2025.12 | 94.36 | 8.07 | |
| PatronusAttack=POR-2, Defense=Adv-Finetune2025.12 | 94.33 | 8.02 | |
| Patronus (Adv-Finetune)Attacks=NeuBA2025.12 | 94.3 | 8.53 | |
| Patronus (Adv-Pretrain)Attacks=POR-12025.12 | 94.3 | 8.76 | |
| Patronus (Adv-Finetune)Attacks=POR-12025.12 | 94.22 | 8.68 | |
| PatronusAttack=POR-2, Defense=Adv-Pretrain2025.12 | 93.98 | 7.29 | |
| Patronus (Adv-Finetune)Attacks=POR-22025.12 | 93.82 | 9.01 |