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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
1mo ago
ViDoRe Avg. across 4 datasets v2
EOS-Adaptive
Full NDCG
0.58
45
1mo ago
ViDoRe V2
ColParse
Bio Score
62.4
36
10d ago
ViDoRe V3
nemotron-colembed-vl-8b-v2
HR
66.32
23
18d ago
ViDoRe2 Average (val)
Joint Adaptation
nDCG@5
63.3
18
10d ago
ViDoRe ESG Full 2 (val)
Zero-shot Transformation
nDCG@5
63.1
18
10d ago
ViDoRe2 ESG Human (val)
Joint Adaptation
nDCG@5
72.6
18
10d ago
ViDoRe2 Econ (val)
Joint Adaptation
nDCG@5
61
18
10d ago
ViDoRe Biomed 2 (val)
Joint Adaptation
nDCG@5
61.2
18
10d ago
JinaVDR
Qwen3-VL-Ranker-8B
nDCG@10
83.6
15
1mo ago
ViDoRe 8 datasets v3
Tomoro-8B
NDCG@5
59
14
1mo ago
ViDoRe 10 datasets v1
Tomoro-8B
NDCG@5
90.6
14
1mo ago
ViDoSeek
ColParse
Doc Retrieval Score
84.3
14
1mo ago
PlotQA
ReAlign
NDCG@5
62.2
13
8d ago
SlideVQA
ReAlign
NDCG@5
82.5
13
8d 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
1mo ago
VisRAG
GME-7B
nDCG@10 (Arxiv)
87.2
13
1mo ago
ArXivQA
ReAlign
NDCG@5
76.2
12
8d ago
DocVQA
ReAlign
NDCG@5
86.5
12
8d ago
ViDoRe In-Domain V1 (test)
ColQwen2
Arxiv Domain Performance
88
12
1mo ago
VisDoc
GME
VDRv1
89.4
12
1mo ago
ViDoRe v2 (test)
GME
ESG Score (Human)
65.8
11
10d ago
Vidore 2
Qwen3-VL-Ranker-8B
nDCG@10
72.8
11
1mo ago
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