AutoDAN
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AutoDAN
0ASR
55
AutoDAN
100ASR
42
AutoDAN
99Accuracy
30
AutoDAN
100DSR
18
AutoDAN
0ASR
18
AutoDAN
100Safety Score
16
AutoDAN Attack
100Keyword Success Rate
16
AutoDAN
0Attack Success Rate (ASR)
15
AutoDAN AdvE
9.83ASR
14
AutoDAN
0ASR
13
AutoDAN T-R
0ASR
11
AutoDAN Adv single-turn attack
81ASR
8
AutoDAN Harm single-turn attack
76.9Attack Success Rate (ASR)
8
AutoDAN (test)
8Label Change Rate
8
AutoDAN (test)
0Attack Success Rate (AD)
7
AutoDAN
10.5ASR
6
AutoDAN T
85Transferred Detection Rate
5
AutoDAN
67.86ASR @ 1% FPR
5
AutoDAN
59Refusal Rate
3
AutoDAN-style Benchmarks
98ASR (Recall)
3