EffiMiniVLM is a 27.7M-parameter vision-language regression model that reaches a CES score of 0.40 on Amazon Reviews 2023 data while using 6.8 GFLOPs and no external datasets.
SANCL: Multimodal review helpfulness prediction with selective attention and natural contrastive learning
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EffiMiniVLM: A Compact Dual-Encoder Regression Framework
EffiMiniVLM is a 27.7M-parameter vision-language regression model that reaches a CES score of 0.40 on Amazon Reviews 2023 data while using 6.8 GFLOPs and no external datasets.