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Visual Question Answering on DocVQA T1
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78.6
EM
PoP
69.448
71.824
74.2
76.576
Feb 27, 2026
EM
Hallucination Rate
Average Budget Usage (B-bar)
Updated 1mo ago
Evaluation Results
Method
Method
Links
EM
Hallucination Rate
Average Budget Usage (B-bar)
PoP
Reasoning protocol=PoP
2026.02
78.6
7.1
11.2
ProgVLM
Reasoning protocol=Pro...
2026.02
75
11.9
13.9
MM-ReAct
Reasoning protocol=MM-...
2026.02
74.3
12.7
14.8
M-CoT
Reasoning protocol=M-CoT
2026.02
72.1
15.4
0.25
Direct
Reasoning protocol=Direct
2026.02
69.8
17.9
0.25
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