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Chart Question Answering on ChartQA H
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87.8
Exact Match (EM)
PoP
78.024
80.562
83.1
85.638
Feb 27, 2026
Exact Match (EM)
Absolute Error (AbsErr)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Exact Match (EM)
Absolute Error (AbsErr)
PoP
Reasoning protocol=PoP
2026.02
87.8
4.2
ProgVLM
Reasoning protocol=Pro...
2026.02
84.1
5.8
MM-ReAct
Reasoning protocol=MM-...
2026.02
83.5
6
M-CoT
Reasoning protocol=M-CoT
2026.02
80.9
7.1
Direct
Reasoning protocol=Direct
2026.02
78.4
7.8
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