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Benchmarks
Jailbreak Attack Success Rate on AdvBench LLaMA-3.1-70B
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39.7
ASR (SMO, GPT-4o)
HMNS
4.652
13.751
22.85
31.949
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)
Average ASR (GPT-4o)
Average ASR (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)
Average ASR (GPT-4o)
Average ASR (GPT-5)
HMNS
2026.04
39.7
16.2
52.9
39.2
83
62.1
63.7
36.6
47.8
30
46.8
36.6
55.6
36.8
ArrAttack
2026.04
33.7
10.2
46.9
33.2
77
56.1
57.7
30.6
41.8
24
40.8
30.6
49.6
30.8
Tempest
2026.04
24
18
40
28
68
50
50
26
35
20
33
26
41.7
28
AutoDAN
2026.04
9
7
20
15
32
26
20
16
18
14
12
9
18.5
14.5
FITD
2026.04
6
3
8
5
15
10
10
6
8
5
7
5
9
5.7
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