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OCR VQA on TextVQA (test)
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61.9
Pre Accuracy
FGSM
58.364
59.282
60.2
61.118
Feb 22, 2026
Pre Accuracy
Post N Accuracy
ASR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pre Accuracy
Post N Accuracy
ASR
FGSM
Model=PrismVLM, Attack...
2026.02
61.9
49.7
12.2
PGD
Model=PrismVLM, Attack...
2026.02
61.9
31.4
30.5
MEF
Model=PrismVLM, Attack...
2026.02
61.9
31.1
30.8
MI
Model=PrismVLM, Attack...
2026.02
61.9
31.6
30.3
MDCS-MI
Model=PrismVLM, Attack...
2026.02
61.9
27
34.9
FGSM
Model=LLaVA-1.5, Attac...
2026.02
58.5
53.7
4.8
PGD
Model=LLaVA-1.5, Attac...
2026.02
58.5
37.5
21
MEF
Model=LLaVA-1.5, Attac...
2026.02
58.5
36.3
22.2
MI
Model=LLaVA-1.5, Attac...
2026.02
58.5
37.2
21.3
MDCS-MI
Model=LLaVA-1.5, Attac...
2026.02
58.5
35.4
23.1
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