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Video Embedding Evaluation on MMEB-Video v1 (test)
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67.15
Overall Score
Qwen3-VL-Embedding-8B
28.2332
38.3366
48.44
58.5434
May 8, 2026
Overall Score
Video Classification Accuracy (V-CLS)
Video QA Accuracy (V-QA)
Video Retrieval Accuracy (V-RET)
Video Moment Retrieval Accuracy (V-MRET)
Updated 22d ago
Evaluation Results
Method
Method
Links
Overall Score
Video Classification Accuracy (V-CLS)
Video QA Accuracy (V-QA)
Video Retrieval Accuracy (V-RET)
Video Moment Retrieval Accuracy (V-MRET)
Qwen3-VL-Embedding-8B
Params (B)=8.14
2026.05
67.15
78.39
-
58.73
56.09
jina-embeddings-v5-omni-small
Model variant=Small, P...
2026.05
39.83
42.73
44.52
27.82
47.2
jina-embeddings-v5-omni-nano
Model variant=Nano, Pa...
2026.05
29.73
27.85
39.03
14.33
43.02
WeMM-Embedding-8B
Params (B)=8.77
2026.05
-
-
71.66
-
-
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