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Multimodal Embedding Evaluation on MIEB Light Image v1 (test)
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61.63
Overall Score
LCO-Embedding-Omni-3B
41.61
46.8075
52.005
57.2025
May 8, 2026
Overall Score
Image Classification Accuracy
Compositional Score
Vision QA Score
Image Clustering Score
Visual STS Score
Retrieval Score
Document Retrieval Score
Updated 22d ago
Evaluation Results
Method
Method
Links
Overall Score
Image Classification Accuracy
Compositional Score
Vision QA Score
Image Clustering Score
Visual STS Score
Retrieval Score
Document Retrieval Score
LCO-Embedding-Omni-3B
Params (B)=4.07
2026.05
61.63
59.07
52
52
73.19
-
83.44
72.99
jina-embeddings-v5-omni-small
Model variant=Small, P...
2026.05
53.41
63.96
40.79
40.79
81.87
74.17
29.89
73.86
jina-embeddings-v5-omni-nano
Model variant=Nano, Pa...
2026.05
42.38
44.18
35.88
35.88
50.18
63.83
21.72
74.18
royokong/e5-v
Params (B)=8.36
2026.05
-
-
-
-
-
63.73
-
-
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