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Multimodal Document Re-ranking on MMDocIR (test)
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100
Parse Rate
Constrained-decoding Base
89.6
92.3
95
97.7
Jun 11, 2026
Parse Rate
NDCG@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Parse Rate
NDCG@10
Constrained-decoding Base
Evaluation Protocol=Ze...
2026.06
100
85.7
PRISMR (α-mode) (concat)
Evaluation Protocol=Ze...
2026.06
100
75.3
PRISMR (β-mode) (mean)
Evaluation Protocol=In...
2026.06
100
83.4
PRISMR (α-mode) (concat)
Evaluation Protocol=In...
2026.06
100
84.4
RankGPT
Evaluation Protocol=Ze...
2026.06
90
76.1
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