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Benchmarks
Retrieval on DVisRAG Dataset Synthetic
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73.21
MRR@10
RobustVisRAG
31.1836
42.0943
53.005
63.9157
Feb 25, 2026
MRR@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
MRR@10
RobustVisRAG
# Para.=3.43B
2026.02
73.21
VisRAG-Ret-FM (FARE)
# Para.=3.43B
2026.02
69.11
VisRAG-Ret-FM
# Para.=3.43B
2026.02
68.69
VisRAG-Ret
# Para.=3.43B
2026.02
65.96
ColPali-FV
# Para.=2.97B
2026.02
61.22
SigLIP-FM
# Para.=883M
2026.02
59.77
SigLIP-FV
# Para.=883M
2026.02
57.51
MiniCPM-FM (T)
# Para.=2.72B
2026.02
49.96
MiniCPM-FV (T)
# Para.=2.72B
2026.02
48.54
NV-Embed-v2 (T)
# Para.=7.85B
2026.02
47.68
BGE-large (T)
# Para.=335M
2026.02
37.05
SigLIP
# Para.=883M
2026.02
33.1
BM25 (T)
# Para.=n.a
2026.02
32.8
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