List your company
ResearchFormerly WizWand

Sentiment Analysis on SST-2 (CA, ASR)

96.71AccuracyMerge
83.231686.730890.2393.7292Oct 18, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MergeCategory=Editing, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1096.7110.56
MergeCategory=Editing, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1096.3886.58
W2SDefenseCategory=Unlearning, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1096.376.27
W2SDefenseCategory=Unlearning, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1096.327.04
LORACategory=Continuous Fine-tuning, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1096.192.85
LORACategory=Continuous Fine-tuning, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1096.0599.78
MergeCategory=Editing, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1095.9458.97
Fine-tuningCategory=Continuous Fine-tuning, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1095.9317.38
QuantizationCategory=Continuous Fine-tuning, Victim Model=Vicuna, Attack Algorithm=BadNet, Precision=INT42024.1095.8319.47
W2SDefenseCategory=Unlearning, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1095.832.2
PSIMCategory=Detection, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1095.730.66
LORACategory=Continuous Fine-tuning, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1095.7299.78
ICLDefenseCategory=Modification, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1095.393.85
PSIMCategory=Detection, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1095.3515.18
Fine-tuningCategory=Continuous Fine-tuning, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1095.2280.74
PruneCategory=Unlearning, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1095.1713.97
PSIMCategory=Detection, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1095.137.59
PruneCategory=Unlearning, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1094.8499.34
Fine-tuningCategory=Continuous Fine-tuning, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1094.837.37
PruneCategory=Unlearning, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1094.7351.82
QuantizationCategory=Continuous Fine-tuning, Victim Model=Qwen2.5, Attack Algorithm=BadNet, Precision=INT42024.1094.6274.81
QuantizationCategory=Continuous Fine-tuning, Victim Model=LLaMA3, Attack Algorithm=BadNet, Precision=INT42024.1094.516.6
Back Tr.Category=Modification, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1093.6819.69
ONIONCategory=Detection, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1093.6820.9
Back Tr.Category=Modification, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1093.3620.13
ONIONCategory=Detection, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1092.6421.89
Back Tr.Category=Modification, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1091.7621.67
ONIONCategory=Detection, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1091.6516.39
ICLDefenseCategory=Modification, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1091.5416.5
ICLDefenseCategory=Modification, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1090.8312.32
SCPDCategory=Modification, Victim Model=Vicuna, Attack Algorithm=BadNet2024.1085.2838.94
SCPDCategory=Modification, Victim Model=Qwen2.5, Attack Algorithm=BadNet2024.1084.4638.72
SCPDCategory=Modification, Victim Model=LLaMA3, Attack Algorithm=BadNet2024.1083.7539.05