Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Toxicity Defense on PGD-Toxic
Loading...
1.53
ASR (PGD-Toxic)
ASTRA
-1.1024
16.6663
34.435
52.2037
Mar 28, 2026
ASR (PGD-Toxic)
Updated 19d ago
Evaluation Results
Method
Method
Links
ASR (PGD-Toxic)
ASTRA
Backbone=Qwen-2.5VL, A...
2026.03
1.53
CARE
Backbone=Qwen-2.5VL, A...
2026.03
2.37
ASTRA
Backbone=Qwen-2.5VL, P...
2026.03
3.38
CARE
Backbone=Qwen-2.5VL, P...
2026.03
4.6
CARE
Backbone=Qwen-2.5VL, P...
2026.03
5.54
CARE
Backbone=LLaVA-onevisi...
2026.03
11.43
CARE
Backbone=LLaVA-onevisi...
2026.03
12.25
CARE
Backbone=LLaVA-onevisi...
2026.03
12.78
CARE
Backbone=Qwen-2.5VL, P...
2026.03
14.13
CARE
Backbone=LLaVA-onevisi...
2026.03
15.12
Original model
Backbone=LLaVA-onevisi...
2026.03
55.98
Original model
Backbone=LLaVA-onevisi...
2026.03
57.13
Original model
Backbone=LLaVA-onevisi...
2026.03
60.38
Original model
Backbone=LLaVA-onevisi...
2026.03
67.34
Feedback
Search any
task
Search any
task