Visual document retrieval
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
53.82Doc Retrieval Rate
46
Mar 4, 2026
0.58Full NDCG
45
Mar 16, 2026
66.9Avg nDCG@5
39
Jun 1, 2026
66.4ESG Score (Human)
23
May 12, 2026
66.32HR
23
Jun 1, 2026
74.8NDCG@5
22
Jun 1, 2026
73.5NDCG@5
22
Jun 1, 2026
63.3nDCG@5
18
Apr 8, 2026
63.1nDCG@5
18
Apr 8, 2026
72.6nDCG@5
18
Apr 8, 2026
61nDCG@5
18
Apr 8, 2026
61.2nDCG@5
18
Apr 8, 2026
0.72Chinese
17
Jun 4, 2026
93.8ArXiv NDCG@5
15
Jun 4, 2026
83.6nDCG@10
15
Feb 26, 2026
59NDCG@5
14
Mar 16, 2026
90.6NDCG@5
14
Mar 16, 2026
84.3Doc Retrieval Score
14
Mar 4, 2026
97.87Recall@10
13
May 26, 2026
64.82Recall@10
13
May 26, 2026
96.06Recall@10
13
May 26, 2026
62.2NDCG@5
13
Apr 10, 2026
82.5NDCG@5
13
Apr 10, 2026
93.6NDCG@5
13
May 26, 2026
78.6NDCG@5
13
May 26, 2026