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Multimodal Question Answering on MMCOQADoc
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51.11
EM
FIF
34.5636
38.8593
43.155
47.4507
Feb 3, 2026
EM
F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
EM
F1
FIF
Algorithm=FIF
2026.02
51.11
62.42
IRCOT
Algorithm=IRCOT
2026.02
47.21
57.71
LILAC
Algorithm=LILAC
2026.02
42.57
51.14
COLPALI
Algorithm=COLPALI
2026.02
40.73
47.46
NVEMBED-V2
Algorithm=NVEMBED-V2
2026.02
39.2
47.73
VISRAG
Algorithm=VISRAG
2026.02
35.2
42.66
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