Image Retrieval with Multi-Modal Query on Fashion200k

Metric: Recall@1 (higher is better)

LeaderboardDataset

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#	Model↕	Recall@1▼	Extra Data	Paper	Date↕	Code
1	Css-Net	23.4	No	Collaborative Group: Composed Image Retrieval vi...	2023-06-03	-
2	ComposeAE	22.8	No	Compositional Learning of Image-Text Query for I...	2020-06-19	Code
3	Multi-grained Uncertainty Regularization(MUR)	21.8	No	Composed Image Retrieval with Text Feedback via ...	2022-11-14	Code
4	TIRG	14.1	No	Composing Text and Image for Image Retrieval - A...	2018-12-18	Code
5	Relationship	13	No	A simple neural network module for relational re...	2017-06-05	Code
6	Show and Tell	12.3	No	Show and Tell: A Neural Image Caption Generator	2014-11-17	Code
7	Param Hashing	12.2	No	Image Question Answering using Convolutional Neu...	2015-11-18	Code
8	FashionConcept	6.3	No	Automatic Spatially-aware Fashion Concept Discov...	2017-08-03	Code

#1Css-NetSOTA
23.4
Recall@1· 2023-06-03
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations
#2ComposeAESOTA
22.8
Recall@1· 2020-06-19
Compositional Learning of Image-Text Query for Image Retrieval Code
#3Multi-grained Uncertainty Regularization(MUR)
21.8
Recall@1· 2022-11-14
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Code
#4TIRGSOTA
14.1
Recall@1· 2018-12-18
Composing Text and Image for Image Retrieval - An Empirical Odyssey Code
#5RelationshipSOTA
13
Recall@1· 2017-06-05
A simple neural network module for relational reasoning Code
#6Show and TellSOTA
12.3
Recall@1· 2014-11-17
Show and Tell: A Neural Image Caption Generator Code
#7Param Hashing
12.2
Recall@1· 2015-11-18
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Code
#8FashionConcept
6.3
Recall@1· 2017-08-03
Automatic Spatially-aware Fashion Concept Discovery Code