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Benchmarks
Visual Document Retrieval on SlideVQA
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82.5
NDCG@5
ReAlign
30.188
43.769
57.35
70.931
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
82.5
83.9
ColPali
Retriever Type=Multi-m...
2026.04
79
80.6
ReAlign
Retriever Type=Multi-m...
2026.04
77.5
79.5
VDocRetriever
Retriever Type=Multi-m...
2026.04
77.2
78.8
NV-Embed
Retriever Type=Text-based
2026.04
76.4
78.5
E5-Mistral
Retriever Type=Text-based
2026.04
75.7
77.4
DSE
Retriever Type=Multi-m...
2026.04
66.8
69.1
BGE
Retriever Type=Text-based
2026.04
62.4
64.6
E5-V
Retriever Type=Multi-m...
2026.04
59
62
BM25
Retriever Type=Text-based
2026.04
49.8
52.1
VLM2Vec
Retriever Type=Multi-m...
2026.04
44.7
48.1
SigLIP 2
Retriever Type=Multi-m...
2026.04
40.9
43.6
CLIP
Retriever Type=Multi-m...
2026.04
32.2
35
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