Image Text Matching On Commercialadsdataset

Metrics

ADD(S) AUC

Results

Performance results of various models on this benchmark

		Paper Title
AlignCMSS	91.73	Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search
VinVL	88.56	VinVL: Revisiting Visual Representations in Vision-Language Models
AdsCVLR	87.90	AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search
OSCAR	87.45	Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
VL-BERT	86.27	VL-BERT: Pre-training of Generic Visual-Linguistic Representations
BLIP	83.51	BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Unicoder-VL	83.16	Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training
ALBEF	82.74	Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

0 of 8 row(s) selected.

Image Text Matching On Commercialadsdataset

Metrics

ADD(S) AUC

Results

Performance results of various models on this benchmark

		Paper Title
AlignCMSS	91.73	Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search
VinVL	88.56	VinVL: Revisiting Visual Representations in Vision-Language Models
AdsCVLR	87.90	AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search
OSCAR	87.45	Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
VL-BERT	86.27	VL-BERT: Pre-training of Generic Visual-Linguistic Representations
BLIP	83.51	BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Unicoder-VL	83.16	Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training
ALBEF	82.74	Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

0 of 8 row(s) selected.

Image Text Matching On Commercialadsdataset | SOTA | HyperAI