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Benchmarks
Visual Document Retrieval on PlotQA
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62.2
NDCG@5
ReAlign
2.088
17.694
33.3
48.906
Apr 8, 2026
NDCG@5
NDCG@10
Updated 9d ago
Evaluation Results
Method
Method
Links
NDCG@5
NDCG@10
ReAlign
Retriever Type=Multi-m...
2026.04
62.2
65.1
ReAlign
Retriever Type=Multi-m...
2026.04
59.9
63
VDocRetriever
Retriever Type=Multi-m...
2026.04
59.7
62.9
ColPali
Retriever Type=Multi-m...
2026.04
59.1
62.2
DSE
Retriever Type=Multi-m...
2026.04
57.6
60.2
E5-V
Retriever Type=Multi-m...
2026.04
39
43.4
SigLIP 2
Retriever Type=Multi-m...
2026.04
38
41.9
VLM2Vec
Retriever Type=Multi-m...
2026.04
36.2
39.2
CLIP
Retriever Type=Multi-m...
2026.04
9.4
12.1
NV-Embed
Retriever Type=Text-based
2026.04
6.8
7.8
E5-Mistral
Retriever Type=Text-based
2026.04
5.6
6.5
BGE
Retriever Type=Text-based
2026.04
4.7
5.2
BM25
Retriever Type=Text-based
2026.04
4.4
5.7
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