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Benchmarks
Visual Document Retrieval on InfoVQA
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78.6
NDCG@5
ReAlign
34.4
45.875
57.35
68.825
Apr 8, 2026
NDCG@5
NDCG@10
Updated 8d ago
Evaluation Results
Method
Method
Links
NDCG@5
NDCG@10
ReAlign
Retriever Type=Multi-m...
2026.04
78.6
80.3
ReAlign
Retriever Type=Multi-m...
2026.04
76.9
78.6
VDocRetriever
Retriever Type=Multi-m...
2026.04
72.7
74.9
NV-Embed
Retriever Type=Text-based
2026.04
70.3
72.5
E5-Mistral
Retriever Type=Text-based
2026.04
68.5
70.7
DSE
Retriever Type=Multi-m...
2026.04
65.9
67.8
ColPali
Retriever Type=Multi-m...
2026.04
62
64.1
BGE
Retriever Type=Text-based
2026.04
59.4
61.6
VLM2Vec
Retriever Type=Multi-m...
2026.04
46.8
50.1
SigLIP 2
Retriever Type=Multi-m...
2026.04
41.6
44.8
BM25
Retriever Type=Text-based
2026.04
39.9
42.8
E5-V
Retriever Type=Multi-m...
2026.04
38.2
40.6
CLIP
Retriever Type=Multi-m...
2026.04
36.1
38.9
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