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Benchmarks
Visual Information Retrieval on V-NIAH
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96.5
R@10
Full Context
81.836
85.643
89.45
93.257
Jun 10, 2026
R@10
R@50
R@100
R@200
Average Performance Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
R@10
R@50
R@100
R@200
Average Performance Score
Full Context
2026.06
96.5
94.2
-
-
-
TASM
2026.06
95.8
80.4
49.1
45.5
67.7
EMLoC
2026.06
91
68.3
35.2
18.9
53.4
SparseVLM
2026.06
85.2
42.1
15.6
8.4
37.8
FastV
2026.06
82.4
38.5
12.3
7.1
35.1
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