List your company
ResearchFormerly WizWand

Text Classification on Yelp (ACC, ASR)

65.36AccuracyPatronus
-1.95181615.52336732.9985550.473733Dec 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PatronusAttack=POR-1, Defense=Adv-Finetune2025.1265.366.03
PatronusAttack=POR-2, Defense=Adv-Finetune2025.1265.175.71
No DefenseAttack=Clean, Defense=w/o Defense2025.1264.886.26
No DefenseAttack=POR-1, Defense=w/o Defense2025.1264.1299.72
No DefenseAttack=POR-2, Defense=w/o Defense2025.1264.0299.97
PatronusAttack=POR-1, Defense=Adv-Pretrain2025.1263.295.46
PatronusAttack=POR-2, Defense=Adv-Pretrain2025.1263.285.05
Patronus (Adv-Finetune)Attacks=POR-22025.120.65590.0449
Patronus (Adv-Finetune)Attacks=NeuBA2025.120.65390.0478
Patronus (Adv-Pretrain)Attacks=POR-22025.120.6510.0445
Baseline (w/o Defense)Attacks=Clean2025.120.64880.0626
Baseline (w/o Defense)Attacks=NeuBA2025.120.64760.9584
Patronus (Adv-Pretrain)Attacks=NeuBA2025.120.64520.0604
Baseline (w/o Defense)Attacks=POR-22025.120.6420.933
Patronus (Adv-Finetune)Attacks=POR-12025.120.64170.0546
Patronus (Adv-Pretrain)Attacks=POR-12025.120.63980.0537
Baseline (w/o Defense)Attacks=POR-12025.120.63710.9769