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Benchmarks
Jailbreak Attack Success Rate on AdvBench LLaMA-2-7B-Chat
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40
ASR (SMO, GPT-4o)
HMNS
8.8
16.9
25
33.1
Apr 11, 2026
ASR (SMO, GPT-4o)
ASR (SMO, GPT-5)
ASR (DPP, GPT-4o)
ASR (DPP, GPT-5)
ASR (RPO, GPT-4o)
ASR (RPO, GPT-5)
ASR (PAR, GPT-4o)
ASR (PAR, GPT-5)
ASR (PAT, GPT-4o)
ASR (PAT, GPT-5)
ASR (SAF, GPT-4o)
ASR (SAF, GPT-5)
ASR (Avg, GPT-4o)
ASR (Avg, GPT-5)
Updated 5d ago
Evaluation Results
Method
Method
Links
ASR (SMO, GPT-4o)
ASR (SMO, GPT-5)
ASR (DPP, GPT-4o)
ASR (DPP, GPT-5)
ASR (RPO, GPT-4o)
ASR (RPO, GPT-5)
ASR (PAR, GPT-4o)
ASR (PAR, GPT-5)
ASR (PAT, GPT-4o)
ASR (PAT, GPT-5)
ASR (SAF, GPT-4o)
ASR (SAF, GPT-5)
ASR (Avg, GPT-4o)
ASR (Avg, GPT-5)
HMNS
2026.04
40
25
54
41
82
61
64
45
48
33
47
34
55.8
39.8
ArrAttack
2026.04
34
22
48
36
74
55
58
41
42
30
40
29
49.3
35.5
Tempest
2026.04
26
19
42
31
68
50
52
38
36
25
33
24
42.8
31.2
AutoDAN
2026.04
15
11
24
18
38
28
28
20
22
16
18
12
24.2
17.5
FITD
2026.04
10
7
12
9
20
14
14
10
12
8
11
7
13.2
9.2
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