Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 3201–3225 of 14297 papers

Title	Date	Tasks	Status	Score
The iMet Collection 2019 Challenge Dataset	Jun 3, 2019	AttributeFine-Grained Visual Recognition	CodeCode Available	5
Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image Retrieval	Jan 1, 2021	Image RetrievalMetric Learning	CodeCode Available	5
Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service	Aug 2, 2021	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Adaptive Testing of Computer Vision Models	Dec 6, 2022	Image Captioningobject-detection	CodeCode Available	5
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings	Apr 30, 2018	BIG-bench Machine LearningCross-Modal Retrieval	CodeCode Available	5
Automated Audio Captioning and Language-Based Audio Retrieval	Jul 8, 2022	Audio captioningRetrieval	CodeCode Available	5
Learning Character-Agnostic Motion for Motion Retargeting in 2D	May 5, 2019	3D Reconstructionmotion retargeting	CodeCode Available	5
Learning Attractor Dynamics for Generative Memory	Nov 23, 2018	Retrieval	CodeCode Available	5
An accurate retrieval through R-MAC+ descriptors for landmark recognition	Jun 22, 2018	Landmark RecognitionRetrieval	CodeCode Available	5
Learning Audio Concepts from Counterfactual Natural Language	Jan 10, 2024	Audio captioningAudio Classification	CodeCode Available	5
Learning compact binary descriptors with unsupervised deep neural networks	Jun 1, 2016	Image RetrievalObject	CodeCode Available	5
Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image Generation	May 28, 2025	Image GenerationLanguage Modeling	CodeCode Available	5
Automated Few-shot Classification with Instruction-Finetuned Language Models	May 21, 2023	ClassificationFew-Shot Learning	CodeCode Available	5
Learning Dual Retrieval Module for Semi-supervised Relation Extraction	Feb 20, 2019	MULTI-VIEW LEARNINGRelation	CodeCode Available	5
Learning a metric for class-conditional KNN	Jul 11, 2016	ClassificationGeneral Classification	CodeCode Available	5
Learning a Hierarchical Latent-Variable Model of 3D Shapes	May 17, 2017	3D Object Classification3D Object Recognition	CodeCode Available	5
Learnable PINs: Cross-Modal Embeddings for Person Identity	May 2, 2018	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Learned k-NN Distance Estimation	Aug 29, 2022	Retrieval	CodeCode Available	5
Cross-Modal Learning with Adversarial Samples	Dec 1, 2019	Retrieval	CodeCode Available	5
Accelerating Hopfield Network Dynamics: Beyond Synchronous Updates and Forward Euler	Nov 27, 2023	Retrieval	CodeCode Available	5
Learning a Deep Listwise Context Model for Ranking Refinement	Apr 16, 2018	Information RetrievalLearning-To-Rank	CodeCode Available	5
Learning a Repression Network for Precise Vehicle Search	Aug 8, 2017	AttributeMulti-Task Learning	CodeCode Available	5
Crowdsourcing and Evaluating Text-Based Audio Retrieval Relevances	Jun 16, 2023	Audio captioningContrastive Learning	CodeCode Available	5
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations	Jan 12, 2024	Recommendation SystemsRetrieval	CodeCode Available	5
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations	Jan 10, 2022	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified