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Visual Question Answering on VQA v2 (Epsilon Robustness)
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73.2
Accuracy (clean)
UniTok-MLLM
56.872
61.111
65.35
69.589
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
73.2
14.4
8.5
UniTok-MLLM
Tokenizer=AT 4/255
2026.02
67.4
50.5
44.4
UniTok-MLLM
Tokenizer=AT 8/255
2026.02
62.7
52.4
46.6
UniTok-MLLM
Tokenizer=AT 12/255
2026.02
61.6
52.1
45.7
UniTok-MLLM
Tokenizer=AT 16/255
2026.02
57.5
49.7
43.7
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