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Text Classification on SST-2 (Harmful Score Evaluation)

55.7Harmful ScoreNA-SFT
22.83631.36839.948.432May 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NA-SFTPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0555.795.64
NA-SFTPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.055595.41
NA-SFTPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.0554.995.07
SFTPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.0553.695.32
NA-SFTPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.0553.595.07
Vaccine-SFTPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0553.594.5
Vaccine-SFTPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.055394.38
Vaccine-SFTPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.0552.794.27
SFTPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0552.595.3
SFTPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.0551.695.76
BSOPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0550.795.3
BSOPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.0550.695.18
VlguardPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.0549.395.53
SFTPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.0549.194.95
BSOPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.054995.18
Vaccine-SFTPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.0548.593.92
VlguardPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0547.495.64
EWCPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.0546.511.81
EWCPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0546.48.72
BSOPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.054694.72
VlguardPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.0543.995.18
LisaPoison Ratio (p)=0.3, Fine-tuning Sample Number (n)=50002024.0543.694.04
LisaPoison Ratio (p)=0.2, Fine-tuning Sample Number (n)=50002024.0542.694.61
VlguardPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.054294.72
EWCPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.0541.811.58
EWCPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.0541.713.88
LisaPoison Ratio (p)=0.1, Fine-tuning Sample Number (n)=50002024.0540.294.84
EWCPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0538.345.18
LisaPoison Ratio (p)=0.05, Fine-tuning Sample Number (n)=50002024.0536.695.18
LisaPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0534.995.07
SFTPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0534.695.3
BSOPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0534.395.53
VlguardPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0533.895.64
Vaccine-SFTPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0526.695.3
NA-SFTPoison Ratio (p)=clean, Fine-tuning Sample Number (n)=50002024.0524.194.84