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Visual Question Answering on OK-VQA (Robustness Accuracy)
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59.6
Accuracy (Clean)
UniTok-MLLM
44.52
48.435
52.35
56.265
Feb 20, 2026
Accuracy (Clean)
Accuracy (eps=2/255)
Accuracy (eps=4/255)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Clean)
Accuracy (eps=2/255)
Accuracy (eps=4/255)
UniTok-MLLM
Tokenizer=clean
2026.02
59.6
2.1
0.8
UniTok-MLLM
Tokenizer=AT 4/255
2026.02
53
38.8
29.9
UniTok-MLLM
Tokenizer=AT 8/255
2026.02
49.2
40.3
32.8
UniTok-MLLM
Tokenizer=AT 12/255
2026.02
46.7
39.4
33.9
UniTok-MLLM
Tokenizer=AT 16/255
2026.02
45.1
38.8
32.2
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