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Benchmarks
Retrieval on OK-VQA (test)
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88
PRR@5
ReAuSE
60.856
67.903
74.95
81.997
Aug 31, 2025
PRR@5
PRR@10
Cumulative Recall
Updated 8d ago
Evaluation Results
Method
Method
Links
PRR@5
PRR@10
Cumulative Recall
ReAuSE
Knowledge source=Wikip...
2025.08
88
91.3
-
OMGM
Knowledge source=Wikip...
2025.08
73.4
-
-
GeMKR
Knowledge source=Wikip...
2025.08
70.8
79.1
-
Pre-FLMR
Knowledge source=Wikip...
2025.08
68.6
-
-
FLMR
Knowledge source=Wikip...
2025.08
68.1
78
-
DPR
Knowledge source=Wikip...
2025.08
66.9
76.4
-
ReViz-ICT
Knowledge source=Wikip...
2025.08
61.9
72.6
-
PMSR
Backbone=Qwen3-VL-4B,...
2025.08
-
-
92.1
PMSR
Backbone=Qwen3-VL-8B,...
2025.08
-
-
97.1
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