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Jailbreak Defense on JailbreakBench (JBB)

36.11FNRTRLM-FO
34.276846.650959.02571.3991Dec 3, 2024

Evaluation results

MethodLinks
TRLM-FOThresh=2, Training Protocol=Pretrained (PT)2024.1236.11—
TRLM-BaThresh=2, Training Protocol=Pretrained (PT)2024.1252.78—
TRLM-FOThresh=4, Training Protocol=Pretrained (PT)2024.1255.56—
TRLM-FOThresh=2, Training Protocol=Instruction-finetuned (IT)2024.1255.56—
TRLM-BaThresh=2, Training Protocol=Instruction-finetuned (IT)2024.1259.72—
TRLM-BaThresh=4, Training Protocol=Pretrained (PT)2024.1265.28—
TRLM-BaThresh=6, Training Protocol=Pretrained (PT)2024.1269.44—
TRLM-FOThresh=6, Training Protocol=Pretrained (PT)2024.1270.83—
TRLM-BaThresh=4, Training Protocol=Instruction-finetuned (IT)2024.1270.83—
TRLM-FOThresh=4, Training Protocol=Instruction-finetuned (IT)2024.1272.22—
TRLM-BaThresh=6, Training Protocol=Instruction-finetuned (IT)2024.1279.17—
TRLM-FOThresh=6, Training Protocol=Instruction-finetuned (IT)2024.1281.94—
DGR SFTAlignment Dataset=DirectRefusal, Backbone=s1.1-7B2026.02—99
DGR SFTAlignment Dataset=STAR-1, Backbone=s1.1-7B2026.02—99
DGR SFTAlignment Dataset=R1-ACT, Backbone=s1.1-7B2026.02—97
Qwen2.5-7B-Instruct2026.02—97
s1.1-7B2026.02—28
Vanilla SFTAlignment Dataset=DirectRefusal, Backbone=s1.1-7B2026.02—100
Vanilla SFTAlignment Dataset=STAR-1, Backbone=s1.1-7B2026.02—100
Vanilla SFTAlignment Dataset=R1-ACT, Backbone=s1.1-7B2026.02—97