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 4871–4880 of 14297 papers

Title	Date	Tasks	Status	Score
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing	Nov 27, 2018	Image RetrievalRe-Ranking	CodeCode Available	5
GLARE: Guided LexRank for Advanced Retrieval in Legal Analysis	Sep 10, 2024	Retrieval	CodeCode Available	5
GINGER: Grounded Information Nugget-Based Generation of Responses	Mar 23, 2025	RAGResponse Generation	CodeCode Available	5
Learning Two-Branch Neural Networks for Image-Text Matching Tasks	Apr 11, 2017	Image-text matchingRetrieval	CodeCode Available	5
Getting To Know You: User Attribute Extraction from Dialogues	Aug 13, 2019	AttributeAttribute Extraction	CodeCode Available	5
Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer	Feb 4, 2023	Computational EfficiencyQuestion Answering	CodeCode Available	5
Learning Visual Importance for Graphic Designs and Data Visualizations	Aug 8, 2017	Retrieval	CodeCode Available	5
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs	Sep 6, 2024	In-Context LearningMeta-Learning	CodeCode Available	5
Efficient Document Retrieval with G-Retriever	Apr 21, 2025	graph constructionQuestion Answering	CodeCode Available	5
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization	Oct 31, 2022	QuantizationRetrieval	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