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Image Text Matching On Commercialadsdataset

Metrics

ADD(S) AUC

Results

Performance results of various models on this benchmark

Model Name
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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Image Text Matching On Commercialadsdataset | SOTA | HyperAI