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ResearchFormerly WizWand

Cross-modal relevance matching on Commercial Advertising Dataset (test)

91.73AUCAlignCMSS
80.737283.591186.44589.2989Sep 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
AlignCMSSAds Input=Multi-Modal, Training Data Percentage=100%2023.0991.73
AlignCMSSAds Input=Multi-Modal, Training Data Percentage=70%2023.0991.02
OSCARAds Input=Multi-Modal, VALSE Integration=true2023.0990.62
AlignCMSSAds Input=Multi-Modal, Training Data Percentage=50%2023.0990.46
VL-BERTAds Input=Multi-Modal, VALSE Integration=true2023.0990.13
AdsCVLRAds Input=Multi-Modal2023.0989.16
VinVLAds Input=Multi-Modal2023.0988.56
Unicoder-VL@(Qt-OtOi)Ads Input=Multi-Modal2023.0987.9
OSCARAds Input=Multi-Modal, VALSE Integration=false2023.0987.45
VL-BERTAds Input=Multi-Modal, VALSE Integration=false2023.0986.27
BLIPAds Input=Multi-Modal2023.0983.51
Unicoder-VLAds Input=Image2023.0983.16
ALBEFAds Input=Multi-Modal2023.0982.74
ViLTAds Input=Image2023.0982.23
CLIP-MH@(Qt-OtOi)Ads Input=Multi-Modal2023.0982.18
BERT-baseAds Input=Text2023.0982.15
CLIP@(Qt-OtOi)Ads Input=Multi-Modal2023.0981.98
CLIPAds Input=Image2023.0981.16