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SOTA Visual document retrieval benchmarks and papers with code | Wizwand
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Visual document retrieval
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
MMLongBench
s2m-mul
Doc Retrieval Rate
53.82
46
3mo ago
ViDoRe Avg. across 4 datasets v2
EOS-Adaptive
Full NDCG
0.58
45
2mo ago
ViDoRe V2
Qwen3-VL-Emb-2B
Avg nDCG@5
66.9
39
2d ago
ViDoRe v2 (test)
ColQwen2.5
ESG Score (Human)
66.4
23
22d ago
ViDoRe V3
nemotron-colembed-vl-8b-v2
HR
66.32
23
2d ago
IRPAPERS
NemColEmbed V2 8B
NDCG@5
74.8
22
2d ago
VisDoc OOD
NemColEmbed V2 8B
NDCG@5
73.5
22
2d ago
ViDoRe2 Average (val)
Joint Adaptation
nDCG@5
63.3
18
1mo ago
ViDoRe ESG Full 2 (val)
Zero-shot Transformation
nDCG@5
63.1
18
1mo ago
ViDoRe2 ESG Human (val)
Joint Adaptation
nDCG@5
72.6
18
1mo ago
ViDoRe2 Econ (val)
Joint Adaptation
nDCG@5
61
18
1mo ago
ViDoRe Biomed 2 (val)
Joint Adaptation
nDCG@5
61.2
18
1mo ago
JinaVDR
Qwen3-VL-Ranker-8B
nDCG@10
83.6
15
3mo ago
ViDoRe 8 datasets v3
Tomoro-8B
NDCG@5
59
14
2mo ago
ViDoRe 10 datasets v1
Tomoro-8B
NDCG@5
90.6
14
2mo ago
ViDoSeek
ColParse
Doc Retrieval Score
84.3
14
3mo ago
SlideVQA
Unveil
Recall@10
97.87
13
8d ago
PlotQA
Unveil
Recall@10
64.82
13
8d ago
DocVQA
Unveil
Recall@10
96.06
13
8d ago
PlotQA
ReAlign
NDCG@5
62.2
13
1mo ago
SlideVQA
ReAlign
NDCG@5
82.5
13
1mo ago
ChartQA
ReAlign
NDCG@5
93.6
13
8d ago
InfoVQA
ReAlign
NDCG@5
78.6
13
8d ago
ViDoRe Out-of-domain V2
MUREFull
NDCG@5 (ESG Human)
67.9
13
2mo ago
VisRAG
GME-7B
nDCG@10 (Arxiv)
87.2
13
3mo ago
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