ModelMVEB video · Video Pair ClassificationDimensionsMax inputLanguagesPriceReleased
LLCO Embedding Omni 3BLCO-EmbeddingOpen
75.9unstated
2,04833K tokens—Oct 2025
Qwen 3 VL Embedding 2BAlibaba (Qwen)Open
75.7
2,048 (or 64)33K tokens—Jan 2026
LLCO Embedding Omni 7BLCO-EmbeddingOpen
74.9unstated
3,58433K tokens—Oct 2025
Qwen 3 VL Embedding 8BAlibaba (Qwen)Open
74.6
4,096 (or 64)33K tokens—$0.09 / 1M tokensJan 2026
73.8unstated
2,04833K tokensen, es, Estonian +80Apr 2026
Xclip Large Patch14MicrosoftOpen
73.7
7680K tokensenAug 2022
73.2unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
zUME R1 2BzhibinlanOpen
72.4
1,53633K tokensenNov 2025
zUME R1 7BzhibinlanOpen
72.4
3,58433K tokensenNov 2025
Xclip Base Patch16MicrosoftOpen
72.2
5120K tokensenAug 2022
Xclip Base Patch32MicrosoftOpen
71.5
5120K tokensenAug 2022
TOmniEmbed v0.1TevatronOpen
71.4unstated
—33K tokens—Apr 2025
Pe Av BaseMetaOpen
71.3
1,0241K tokens—Dec 2025
71.3
2,04833K tokensenOct 2025
Pe Av LargeMetaOpen
71.2
1,0241K tokens—Dec 2025
HE5 Omni 7BHaon-ChenOpen
70.7unstated
3,58433K tokens—Jan 2026
HE5 Omni 3BHaon-ChenOpen
70.4unstated
2,04833K tokens—Jan 2026
Pe Av SmallMetaOpen
70.4
1,0241K tokens—Dec 2025
eEbind Points Visionencord-teamOpen
70.3
—0K tokensenNov 2025
eEbind Audio Visionencord-teamOpen
70.3
—0K tokensenNov 2025
eEbind Fullencord-teamOpen
70.3unstated
—0K tokensenNov 2025
VVLM2Vec v2.0VLM2VecOpen
68.5
1,53633K tokensenApr 2025
63.3unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Qwen 2.5 Omni 3BAlibaba (Qwen)Open
55.3
—33K tokensenApr 2025
Qwen 2.5 Omni 7BAlibaba (Qwen)Open
54.3
—33K tokensenMar 2025