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Image Text Matching On Commercialadsdataset

评估指标

ADD(S) AUC

评测结果

各个模型在此基准测试上的表现结果

模型名称
ADD(S) AUC
Paper TitleRepository
OSCAR87.45Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
Unicoder-VL83.16Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training-
VinVL88.56VinVL: Revisiting Visual Representations in Vision-Language Models
BLIP83.51BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
AlignCMSS91.73Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search
ALBEF82.74Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
VL-BERT86.27VL-BERT: Pre-training of Generic Visual-Linguistic Representations
AdsCVLR87.90AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search-
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