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Benchmarks
Knowledge Retrieval on E-VQA (test)
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58.7
R@20
OMGM
11.38
23.665
35.95
48.235
Aug 31, 2025
R@20
R@5
R@10
Cumulative Recall
Updated 8d ago
Evaluation Results
Method
Method
Links
R@20
R@5
R@10
Cumulative Recall
OMGM
Reranking=false
2025.08
58.7
41.2
49.8
-
OMGM
Reranking=true
2025.08
58.7
55.7
58.1
-
ReflectiVA
2025.08
49.8
36.1
-
-
EchoSight
Reranking=true
2025.08
48.8
47.9
48.8
-
Wiki-LLaVA
2025.08
13.2
-
9.9
-
PMSR (Qwen3-VL-4B)
Backbone=Qwen3-VL-4B,...
2025.08
-
-
-
64.3
PMSR (Qwen3-VL-8B)
Backbone=Qwen3-VL-8B,...
2025.08
-
-
-
67.3
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