Image Retrieval with Multi-Modal Query on Fashion200k

Metric: Recall@10 (higher is better)

LeaderboardDataset

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#	Model↕	Recall@10▼	Extra Data	Paper	Date↕	Code
1	ComposeAE	55.3	No	Compositional Learning of Image-Text Query for I...	2020-06-19	Code
2	Multi-grained Uncertainty Regularization(MUR)	52.1	No	Composed Image Retrieval with Text Feedback via ...	2022-11-14	Code
3	Css-Net	52	No	Collaborative Group: Composed Image Retrieval vi...	2023-06-03	-
4	TIRG	42.5	No	Composing Text and Image for Image Retrieval - A...	2018-12-18	Code
5	Relationship	40.5	No	A simple neural network module for relational re...	2017-06-05	Code
6	Show and Tell	40.2	No	Show and Tell: A Neural Image Caption Generator	2014-11-17	Code
7	Param Hashing	40	No	Image Question Answering using Convolutional Neu...	2015-11-18	Code
8	FashionConcept	19.9	No	Automatic Spatially-aware Fashion Concept Discov...	2017-08-03	Code

#1ComposeAESOTA
55.3
Recall@10· 2020-06-19
Compositional Learning of Image-Text Query for Image Retrieval Code
#2Multi-grained Uncertainty Regularization(MUR)
52.1
Recall@10· 2022-11-14
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Code
#3Css-Net
52
Recall@10· 2023-06-03
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations
#4TIRGSOTA
42.5
Recall@10· 2018-12-18
Composing Text and Image for Image Retrieval - An Empirical Odyssey Code
#5RelationshipSOTA
40.5
Recall@10· 2017-06-05
A simple neural network module for relational reasoning Code
#6Show and TellSOTA
40.2
Recall@10· 2014-11-17
Show and Tell: A Neural Image Caption Generator Code
#7Param Hashing
40
Recall@10· 2015-11-18
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Code
#8FashionConcept
19.9
Recall@10· 2017-08-03
Automatic Spatially-aware Fashion Concept Discovery Code